{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "DKR001", "name": "Docker final stage has no non-root USER", "shortDescription": {"text": "Docker final stage has no non-root USER"}, "fullDescription": {"text": "Add a non-root USER in the final runtime stage after files and permissions are prepared."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "medium", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"id": "DKR004", "name": "Docker build secret exposed through ARG", "shortDescription": {"text": "Docker build secret exposed through ARG"}, "fullDescription": {"text": "Replace secret ARG usage with `RUN --mount=type=secret,id=name ...` and pass the value with `docker build --secret`."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "medium", "confidence": 0.76, "cwe": "", "owasp": ""}}, {"id": "SEC001", "name": "[SEC001] Hardcoded Password: Hardcoded password found in source code.", "shortDescription": {"text": "[SEC001] Hardcoded Password: Hardcoded password found in source code."}, "fullDescription": {"text": "Use environment variables or a secrets manager."}, "properties": {"scanner": "repobility-threat-engine", "category": "credential_exposure", "severity": "medium", "confidence": 0.3, "cwe": "", "owasp": ""}}, {"id": "SEC017", "name": "[SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external AI API (OpenAI, Anthropic, etc.", "shortDescription": {"text": "[SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external AI API (OpenAI, Anthropic, etc.) without any visible length or size validation. This creates two risks: (1) Cost abuse \u2014 an attacker can send extremely"}, "fullDescription": {"text": "1) Enforce a maximum input length BEFORE sending to the API: e.g. `if len(text) > 4000: return error`. 2) Use token counting (tiktoken for OpenAI, anthropic's token counter) to enforce token-level limits. 3) Set max_tokens on the API call to cap response cost. 4) Add rate limiting per user/IP to prevent automated abuse. 5) Monitor API spend with alerts for unusual usage patterns."}, "properties": {"scanner": "repobility-threat-engine", "category": "llm_injection", "severity": "medium", "confidence": 0.8, "cwe": "", "owasp": ""}}, {"id": "SEC031", "name": "[SEC031] Catastrophic Backtracking Regex (ReDoS): Regex contains nested quantifiers like `(a+)+` or quantified alternati", "shortDescription": {"text": "[SEC031] Catastrophic Backtracking Regex (ReDoS): Regex contains nested quantifiers like `(a+)+` or quantified alternation with overlapping branches. On adversarial input these patterns exhibit exponential backtracking, freezing the process"}, "fullDescription": {"text": "Three options, pick one:\n  1. Rewrite the pattern to avoid nested quantifiers. E.g. `(a+)+` is      functionally equivalent to `a+` for matching purposes.\n  2. Use Google's re2 (`pip install google-re2`): linear-time, drop-in      replacement for `re` for most use cases.\n  3. Set a hard timeout: `signal.alarm(1)` before regex eval.\nTest patterns against `safe-regex` or `redos-detector` before shipping."}, "properties": {"scanner": "repobility-threat-engine", "category": "redos", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC014", "name": "[SEC014] SSL Verification Disabled: SSL certificate verification is disabled, allowing man-in-the-middle attacks.", "shortDescription": {"text": "[SEC014] SSL Verification Disabled: SSL certificate verification is disabled, allowing man-in-the-middle attacks."}, "fullDescription": {"text": "Enable SSL verification. Use verify=True (default) for requests. Pin certificates if needed."}, "properties": {"scanner": "repobility-threat-engine", "category": "crypto", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC011", "name": "[SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execute arbitrary code from untrusted", "shortDescription": {"text": "[SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execute arbitrary code from untrusted model files."}, "fullDescription": {"text": "Use torch.load(..., weights_only=True) or use safetensors format."}, "properties": {"scanner": "repobility-threat-engine", "category": "deserialization", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC034", "name": "[SEC034] Log Injection / Log Forging \u2014 unsanitized user input in log: User input is logged without sanitizing newlines o", "shortDescription": {"text": "[SEC034] Log Injection / Log Forging \u2014 unsanitized user input in log: User input is logged without sanitizing newlines or control characters. Attackers inject `\\n` to forge fake log entries, hide tracks, or exploit downstream log parsers (S"}, "fullDescription": {"text": "Strip control characters before logging:\n  safe = user_input.replace('\\n','').replace('\\r','').replace('\\x00','')\n  logger.info('User action: %s', safe)\nAlways use parameterized logging (`%s` + args), never f-strings or string concat \u2014 that's also what mitigates log4shell-style attacks. For structured logging, use a JSON formatter that escapes values."}, "properties": {"scanner": "repobility-threat-engine", "category": "log_injection", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "DKR003", "name": "Compose service `grafana` image uses the latest tag", "shortDescription": {"text": "Compose service `grafana` image uses the latest tag"}, "fullDescription": {"text": "Pin to a maintained version tag or digest and update it deliberately through dependency automation."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "medium", "confidence": 0.94, "cwe": "", "owasp": ""}}, {"id": "DKR002", "name": "Dockerfile base image has no explicit tag", "shortDescription": {"text": "Dockerfile base image has no explicit tag"}, "fullDescription": {"text": "Images without explicit tags resolve to a mutable default tag, which weakens reproducibility and review."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "medium", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "DKR014", "name": "Dockerfile copies broad context with incomplete .dockerignore", "shortDescription": {"text": "Dockerfile copies broad context with incomplete .dockerignore"}, "fullDescription": {"text": "Tighten .dockerignore or replace COPY . with explicit COPY statements."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "medium", "confidence": 0.76, "cwe": "", "owasp": ""}}, {"id": "DKR017", "name": "Dockerfile installs dependencies after copying the full source tree", "shortDescription": {"text": "Dockerfile installs dependencies after copying the full source tree"}, "fullDescription": {"text": "Copy dependency manifests first, install dependencies in a cached layer, then copy the rest of the source tree."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "medium", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "SEC005", "name": "[SEC005] Command Injection Risk: Unsafe shell execution or eval of user input.", "shortDescription": {"text": "[SEC005] Command Injection Risk: Unsafe shell execution or eval of user input."}, "fullDescription": {"text": "Use subprocess with shell=False and a list of args. Never eval user input."}, "properties": {"scanner": "repobility-threat-engine", "category": "injection", "severity": "medium", "confidence": 0.5, "cwe": "", "owasp": ""}}, {"id": "SEC007", "name": "[SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code.", "shortDescription": {"text": "[SEC007] Unsafe Deserialization: Unsafe deserialization can execute arbitrary code."}, "fullDescription": {"text": "Use yaml.safe_load() instead of yaml.load(). Avoid pickle for untrusted data."}, "properties": {"scanner": "repobility-threat-engine", "category": "deserialization", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC015", "name": "[SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. Output is predictable.", "shortDescription": {"text": "[SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. Output is predictable."}, "fullDescription": {"text": "Use secrets module (Python) or crypto.getRandomValues() (JS) for security-sensitive randomness."}, "properties": {"scanner": "repobility-threat-engine", "category": "crypto", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "ERR001", "name": "[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG ", "shortDescription": {"text": "[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level."}, "fullDescription": {"text": "Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types."}, "properties": {"scanner": "repobility-threat-engine", "category": "error_handling", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "AGT012", "name": "Agent control bridge may listen on a network interface without visible auth", "shortDescription": {"text": "Agent control bridge may listen on a network interface without visible auth"}, "fullDescription": {"text": "Bind local agent bridges to 127.0.0.1 by default. If remote access is required, require a bearer token or mTLS, enforce origin/CSRF checks for browser clients, and document the threat model."}, "properties": {"scanner": "repobility-agent-runtime", "category": "quality", "severity": "medium", "confidence": 0.72, "cwe": "", "owasp": ""}}, {"id": "AGT015", "name": "Remote install command pipes network code directly to a shell", "shortDescription": {"text": "Remote install command pipes network code directly to a shell"}, "fullDescription": {"text": "Publish a package-manager install path or add checksum/signature verification before execution. For docs, show the inspect-then-run flow and pin the downloaded artifact version."}, "properties": {"scanner": "repobility-agent-runtime", "category": "dependency", "severity": "medium", "confidence": 0.7, "cwe": "", "owasp": ""}}, {"id": "AIC001", "name": "Parallel implementation file sits beside a canonical file", "shortDescription": {"text": "Parallel implementation file sits beside a canonical file"}, "fullDescription": {"text": "Merge the intended change into the canonical file, update tests/imports, and delete the parallel implementation if it is not the active entry point."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "medium", "confidence": 0.82, "cwe": "", "owasp": ""}}, {"id": "DKR012", "name": "Dockerfile keeps pip download cache", "shortDescription": {"text": "Dockerfile keeps pip download cache"}, "fullDescription": {"text": "Use `pip install --no-cache-dir ...` in container builds."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "low", "confidence": 0.72, "cwe": "", "owasp": ""}}, {"id": "DKR011", "name": "Dockerfile installs recommended OS packages", "shortDescription": {"text": "Dockerfile installs recommended OS packages"}, "fullDescription": {"text": "Add `--no-install-recommends` and explicitly list only packages the image needs."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "low", "confidence": 0.72, "cwe": "", "owasp": ""}}, {"id": "DKR010", "name": "Dockerfile leaves apt package indexes in the image layer", "shortDescription": {"text": "Dockerfile leaves apt package indexes in the image layer"}, "fullDescription": {"text": "End the apt install layer with `rm -rf /var/lib/apt/lists/*`."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "low", "confidence": 0.74, "cwe": "", "owasp": ""}}, {"id": "AIC003", "name": "Duplicated implementation block across source files", "shortDescription": {"text": "Duplicated implementation block across source files"}, "fullDescription": {"text": "Extract the shared behavior into one function/module or delete the inactive duplicate after proving which path is used."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "low", "confidence": 0.86, "cwe": "", "owasp": ""}}, {"id": "SEC006", "name": "[SEC006] XSS Risk: Direct HTML injection without sanitization.", "shortDescription": {"text": "[SEC006] XSS Risk: Direct HTML injection without sanitization."}, "fullDescription": {"text": "Use textContent instead of innerHTML. Sanitize with DOMPurify."}, "properties": {"scanner": "repobility-threat-engine", "category": "injection", "severity": "low", "confidence": 0.4, "cwe": "", "owasp": ""}}, {"id": "DKC010", "name": "Compose service lacks no-new-privileges hardening", "shortDescription": {"text": "Compose service lacks no-new-privileges hardening"}, "fullDescription": {"text": "Add `security_opt: [\"no-new-privileges:true\"]` unless the service has a documented need for privilege escalation."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "low", "confidence": 0.62, "cwe": "", "owasp": ""}}, {"id": "DKC006", "name": "Compose service does not declare a runtime user", "shortDescription": {"text": "Compose service does not declare a runtime user"}, "fullDescription": {"text": "Set a non-root `user:` in Compose or ensure the final image stage has a non-root USER directive."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "low", "confidence": 0.56, "cwe": "", "owasp": ""}}, {"id": "DKR008", "name": ".dockerignore misses sensitive defaults", "shortDescription": {"text": ".dockerignore misses sensitive defaults"}, "fullDescription": {"text": "Add missing patterns such as .env, .git, private keys, certificates, dependency folders, and local databases."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "low", "confidence": 0.72, "cwe": "", "owasp": ""}}, {"id": "AIC005", "name": "Duplicate top-level symbol appears in a patch-style file", "shortDescription": {"text": "Duplicate top-level symbol appears in a patch-style file"}, "fullDescription": {"text": "Keep one authoritative implementation, update imports to point at it, and remove or rename the duplicate symbol."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "low", "confidence": 0.64, "cwe": "", "owasp": ""}}, {"id": "AIC002", "name": "Source file name looks like an AI patch artifact", "shortDescription": {"text": "Source file name looks like an AI patch artifact"}, "fullDescription": {"text": "Rename it to the domain concept it implements or merge it into the existing module it was meant to change."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "low", "confidence": 0.62, "cwe": "", "owasp": ""}}, {"id": "SEC016", "name": "[SEC016] LLM Prompt Injection \u2014 User Input in AI Prompt (and 3 more): Same pattern found in 3 additional files. Review i", "shortDescription": {"text": "[SEC016] LLM Prompt Injection \u2014 User Input in AI Prompt (and 3 more): Same pattern found in 3 additional files. Review if needed."}, "fullDescription": {"text": "1) Separate user content from instructions: use the 'user' role for user text and 'system' role for your instructions \u2014 never concatenate them into one string. 2) Validate and constrain: limit input length, strip control characters, and reject known injection patterns. 3) Use structured output (JSON mode / function calling) so the model returns data, not freeform actions. 4) Apply output validation: check the AI's response before acting on it. 5) Consider a prompt injection detection layer (e.g. Anthropic's constitutional AI, prompt-guard models)."}, "properties": {"scanner": "repobility-threat-engine", "category": "llm_injection", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC013", "name": "[SEC013] Path Traversal \u2014 User Input in File Path (and 1 more): Same pattern found in 1 additional files. Review if need", "shortDescription": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "fullDescription": {"text": "Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads."}, "properties": {"scanner": "repobility-threat-engine", "category": "path_traversal", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC020", "name": "[SEC020] Secret Printed to Logs (and 42 more): Same pattern found in 42 additional files. Review if needed.", "shortDescription": {"text": "[SEC020] Secret Printed to Logs (and 42 more): Same pattern found in 42 additional files. Review if needed."}, "fullDescription": {"text": "Log only redacted, hashed, or last-four-style metadata. Rotate any secret that may have reached logs."}, "properties": {"scanner": "repobility-threat-engine", "category": "credential_exposure", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC029", "name": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input (and 19 more): Same pattern found in 19 addi", "shortDescription": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input (and 19 more): Same pattern found in 19 additional files. Review if needed."}, "fullDescription": {"text": "Validate the URL against an allowlist BEFORE fetching:\n  ALLOWED = {'images.example.com', 'cdn.example.com'}\n  host = urlparse(url).hostname\n  if host not in ALLOWED: abort(400)\nOr use a server-side proxy (Imgproxy / serve-files-only-from-S3) that isolates outbound network access from the request handler.\nBlock private CIDRs explicitly: 10/8, 172.16/12, 192.168/16, 169.254/16."}, "properties": {"scanner": "repobility-threat-engine", "category": "ssrf", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC021", "name": "[SEC021] Shell Trace Around Secret Handling: Shell xtrace is enabled near secret handling. CI and deployment logs can ec", "shortDescription": {"text": "[SEC021] Shell Trace Around Secret Handling: Shell xtrace is enabled near secret handling. CI and deployment logs can echo every command and expand secret values, turning a safe secret-store lookup into a credential leak."}, "fullDescription": {"text": "Disable xtrace before reading secrets, re-enable it only after secret handling, and rotate any secret exposed in logs."}, "properties": {"scanner": "repobility-threat-engine", "category": "credential_exposure", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC032", "name": "[SEC032] Unrestricted File Upload \u2014 no extension/MIME validation: File upload accepts the user's filename without valida", "shortDescription": {"text": "[SEC032] Unrestricted File Upload \u2014 no extension/MIME validation: File upload accepts the user's filename without validating extension, content-type, or magic bytes. Attackers upload `.php`, `.jsp`, or executable files to a web-served direc"}, "fullDescription": {"text": "Validate THREE things server-side:\n  1. Extension allowlist:\n       ALLOWED = {'.png', '.jpg', '.pdf'}\n       ext = Path(file.filename).suffix.lower()\n       if ext not in ALLOWED: abort(400)\n  2. Magic-byte check (don't trust the extension):\n       import magic\n       mime = magic.from_buffer(file.read(2048), mime=True)\n  3. Save with a random/UUID filename to a non-executable directory.\nSanitize with `werkzeug.secure_filename`. Never reuse the user's name."}, "properties": {"scanner": "repobility-threat-engine", "category": "file_upload", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "DKR006", "name": "Dockerfile pipes a remote script into a shell", "shortDescription": {"text": "Dockerfile pipes a remote script into a shell"}, "fullDescription": {"text": "Download the artifact, verify its checksum or signature, pin the version, and then execute it."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "high", "confidence": 0.92, "cwe": "", "owasp": ""}}, {"id": "DKR005", "name": "Docker image bakes a secret-like ENV value", "shortDescription": {"text": "Docker image bakes a secret-like ENV value"}, "fullDescription": {"text": "Remove the secret from the Dockerfile, rotate the value if real, and inject runtime secrets through your platform secret manager."}, "properties": {"scanner": "repobility-docker", "category": "docker", "severity": "critical", "confidence": 0.96, "cwe": "", "owasp": ""}}, {"id": "scanner-63f760f2ddd3cd2a", "name": "Possibly dead Python function: build_extensions", "shortDescription": {"text": "Possibly dead Python function: build_extensions"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3cb8862b57b80dfa", "name": "Possibly dead Python function: handle_starttag", "shortDescription": {"text": "Possibly dead Python function: handle_starttag"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-319998748ff581d2", "name": "Possibly dead Python function: consume_hidden_states", "shortDescription": {"text": "Possibly dead Python function: consume_hidden_states"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d759482c5b62b375", "name": "Possibly dead Python function: builtin_hash", "shortDescription": {"text": "Possibly dead Python function: builtin_hash"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-66bf3cb13bdf021e", "name": "Possibly dead Python function: async_request_tgi", "shortDescription": {"text": "Possibly dead Python function: async_request_tgi"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-cdf7082a1ffd9ad1", "name": "Possibly dead Python function: async_request_trt_llm", "shortDescription": {"text": "Possibly dead Python function: async_request_trt_llm"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c31356d08c0271dd", "name": "Possibly dead Python function: async_request_deepspeed_mii", "shortDescription": {"text": "Possibly dead Python function: async_request_deepspeed_mii"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-14cf19894dd269c1", "name": "Possibly dead Python function: async_request_openai_completions", "shortDescription": {"text": "Possibly dead Python function: async_request_openai_completions"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c05e378fed45815", "name": "Possibly dead Python function: fused_impl", "shortDescription": {"text": "Possibly dead Python function: fused_impl"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2f293e6c4d49d609", "name": "Possibly dead Python function: fused_impl", "shortDescription": {"text": "Possibly dead Python function: fused_impl"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b6f40b86c086102b", "name": "Possibly dead Python function: fused_groupwise_impl", "shortDescription": {"text": "Possibly dead Python function: fused_groupwise_impl"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-42b324285c2c6125", "name": "Possibly dead Python function: unfused_fn", "shortDescription": {"text": "Possibly dead Python function: unfused_fn"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d43b890e0e50ae7a", "name": "Possibly dead Python function: mock_get_per_layer_parameters", "shortDescription": {"text": "Possibly dead Python function: mock_get_per_layer_parameters"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8bbaeb27b4eba67c", "name": "Possibly dead Python function: as_tuple", "shortDescription": {"text": "Possibly dead Python function: as_tuple"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-497d5a59fb8fcfe0", "name": "Possibly dead Python function: parse_custom_header", "shortDescription": {"text": "Possibly dead Python function: parse_custom_header"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. 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Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-927657bc94f42720", "name": "Possibly dead Python function: baseline_prefill", "shortDescription": {"text": "Possibly dead Python function: baseline_prefill"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-13b6fffde7445a2c", "name": "Possibly dead Python function: trtllm_prefill", "shortDescription": {"text": "Possibly dead Python function: trtllm_prefill"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. 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Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fbdcb47bdee94419", "name": "Commented-code block (6 lines) in tests/compile/fullgraph/test_multimodal_compile.py:31", "shortDescription": {"text": "Commented-code block (6 lines) in tests/compile/fullgraph/test_multimodal_compile.py:31"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-19004742b307a72e", "name": "Commented-code block (6 lines) in tests/compile/fullgraph/test_simple.py:165", "shortDescription": {"text": "Commented-code block (6 lines) in tests/compile/fullgraph/test_simple.py:165"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5bb879851fe0d926", "name": "Commented-code block (10 lines) in tests/compile/fullgraph/test_basic_correctness.py:87", "shortDescription": {"text": "Commented-code block (10 lines) in tests/compile/fullgraph/test_basic_correctness.py:87"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-08f3dfab4603119c", "name": "Commented-code block (5 lines) in tests/compile/fullgraph/test_multiple_graphs.py:119", "shortDescription": {"text": "Commented-code block (5 lines) in tests/compile/fullgraph/test_multiple_graphs.py:119"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7f36bcca9a757d14", "name": "Commented-code block (7 lines) in tests/models/registry.py:1414", "shortDescription": {"text": "Commented-code block (7 lines) in tests/models/registry.py:1414"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b3408be274979989", "name": "Commented-code block (5 lines) in tests/models/utils.py:65", "shortDescription": {"text": "Commented-code block (5 lines) in tests/models/utils.py:65"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-da92ef2e53cc1838", "name": "Legacy-named symbol `_initialize_kv_caches_v1` in tests/models/test_initialization.py:63", "shortDescription": {"text": "Legacy-named symbol `_initialize_kv_caches_v1` in tests/models/test_initialization.py:63"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-cbb802518f715410", "name": "Commented-code block (6 lines) in tests/models/test_initialization.py:26", "shortDescription": {"text": "Commented-code block (6 lines) in tests/models/test_initialization.py:26"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bfe9d7208b7168dc", "name": "Legacy-named symbol `mxbai_rerank_v2` in tests/models/language/pooling_mteb_test/test_mxbai_rerank.py:31", "shortDescription": {"text": "Legacy-named symbol `mxbai_rerank_v2` in tests/models/language/pooling_mteb_test/test_mxbai_rerank.py:31"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-87db677b46a4b694", "name": "Commented-code block (5 lines) in tests/models/language/pooling_mteb_test/mteb_embed_utils.py:18", "shortDescription": {"text": "Commented-code block (5 lines) in tests/models/language/pooling_mteb_test/mteb_embed_utils.py:18"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a4b5d53e915dc02b", "name": "Commented-code block (5 lines) in tests/models/language/pooling_mteb_test/test_gte.py:38", "shortDescription": {"text": "Commented-code block (5 lines) in tests/models/language/pooling_mteb_test/test_gte.py:38"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bc4481df2c938a80", "name": "Commented-code block (5 lines) in tests/models/multimodal/processing/test_gemma4.py:58", "shortDescription": {"text": "Commented-code block (5 lines) in tests/models/multimodal/processing/test_gemma4.py:58"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7918deafcfbd09a9", "name": "Commented-code block (5 lines) in tests/models/multimodal/pooling/test_radio.py:60", "shortDescription": {"text": "Commented-code block (5 lines) in tests/models/multimodal/pooling/test_radio.py:60"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f1ece2a91fc3618e", "name": "Legacy-named symbol `deepseek_vl_v2` in tests/models/multimodal/generation/test_common.py:406", "shortDescription": {"text": "Legacy-named symbol `deepseek_vl_v2` in tests/models/multimodal/generation/test_common.py:406"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-97658de3bcd7537f", "name": "Commented-code block (7 lines) in tests/models/multimodal/generation/test_common.py:62", "shortDescription": {"text": "Commented-code block (7 lines) in tests/models/multimodal/generation/test_common.py:62"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3cbc0dbebcf9c6f9", "name": "Commented-code block (5 lines) in tests/models/multimodal/generation/test_phi4mm.py:94", "shortDescription": {"text": "Commented-code block (5 lines) in tests/models/multimodal/generation/test_phi4mm.py:94"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a380e580c3ddb65b", "name": "Commented-code block (5 lines) in tests/models/multimodal/generation/test_granite_speech.py:80", "shortDescription": {"text": "Commented-code block (5 lines) in tests/models/multimodal/generation/test_granite_speech.py:80"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a77ac041b30c9c3d", "name": "Commented-code block (5 lines) in tests/models/multimodal/generation/vlm_utils/types.py:161", "shortDescription": {"text": "Commented-code block (5 lines) in tests/models/multimodal/generation/vlm_utils/types.py:161"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f387b1892c23890d", "name": "Commented-code block (5 lines) in tests/basic_correctness/test_basic_correctness.py:176", "shortDescription": {"text": "Commented-code block (5 lines) in tests/basic_correctness/test_basic_correctness.py:176"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c161458632cebbae", "name": "Commented-code block (5 lines) in tests/basic_correctness/test_mem.py:152", "shortDescription": {"text": "Commented-code block (5 lines) in tests/basic_correctness/test_mem.py:152"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a04aac809eaa0468", "name": "Legacy-named symbol `req_old` in tests/v1/simple_kv_offload/test_scheduler.py:483", "shortDescription": {"text": "Legacy-named symbol `req_old` in tests/v1/simple_kv_offload/test_scheduler.py:483"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b6cfd6a7b6586493", "name": "Commented-code block (5 lines) in tests/v1/kv_connector/unit/test_nixl_connector.py:2864", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/kv_connector/unit/test_nixl_connector.py:2864"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6cb062706a9fcafe", "name": "Commented-code block (5 lines) in tests/v1/kv_connector/unit/test_mooncake_store_connector.py:535", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/kv_connector/unit/test_mooncake_store_connector.py:535"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9542ac1a4608c31c", "name": "Commented-code block (7 lines) in tests/v1/kv_connector/unit/test_offloading_connector.py:29", "shortDescription": {"text": "Commented-code block (7 lines) in tests/v1/kv_connector/unit/test_offloading_connector.py:29"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3c234599bcfdf742", "name": "Commented-code block (6 lines) in tests/v1/kv_connector/unit/test_mooncake_store_scheduler.py:413", "shortDescription": {"text": "Commented-code block (6 lines) in tests/v1/kv_connector/unit/test_mooncake_store_scheduler.py:413"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cf22bdf808ceeda1", "name": "Commented-code block (7 lines) in tests/v1/kv_connector/unit/test_nixl_connector_hma.py:364", "shortDescription": {"text": "Commented-code block (7 lines) in tests/v1/kv_connector/unit/test_nixl_connector_hma.py:364"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d44d6a640f38387c", "name": "Commented-code block (6 lines) in tests/v1/kv_connector/unit/offloading_connector/test_worker.py:285", "shortDescription": {"text": "Commented-code block (6 lines) in tests/v1/kv_connector/unit/offloading_connector/test_worker.py:285"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b192a76aeb006a1b", "name": "Commented-code block (5 lines) in tests/v1/kv_connector/unit/offloading_connector/test_scheduler.py:601", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/kv_connector/unit/offloading_connector/test_scheduler.py:601"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-79a5279bdc329a7e", "name": "Commented-code block (5 lines) in tests/v1/kv_connector/nixl_integration/test_multi_connector_edge_cases.py:426", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/kv_connector/nixl_integration/test_multi_connector_edge_cases.py:426"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5f3131ce9df0d431", "name": "Commented-code block (8 lines) in tests/v1/attention/test_mla_backends.py:911", "shortDescription": {"text": "Commented-code block (8 lines) in tests/v1/attention/test_mla_backends.py:911"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ce00e8ad2841604f", "name": "Commented-code block (5 lines) in tests/v1/attention/test_chunked_local_attention.py:99", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/attention/test_chunked_local_attention.py:99"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1193dd4984feebd1", "name": "Legacy-named symbol `deepseek_v2` in tests/v1/attention/test_sparse_mla_backends.py:265", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in tests/v1/attention/test_sparse_mla_backends.py:265"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e3b4091709f7e9ad", "name": "Commented-code block (6 lines) in tests/v1/attention/test_sparse_mla_backends.py:811", "shortDescription": {"text": "Commented-code block (6 lines) in tests/v1/attention/test_sparse_mla_backends.py:811"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6c1a4ecb2e18b087", "name": "Legacy-named symbol `needs_copy` in tests/v1/worker/test_mamba_utils.py:1391", "shortDescription": {"text": "Legacy-named symbol `needs_copy` in tests/v1/worker/test_mamba_utils.py:1391"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d74d4eb26a526a90", "name": "Commented-code block (5 lines) in tests/v1/worker/test_mamba_utils.py:434", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/worker/test_mamba_utils.py:434"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c9e8adc6e378aea3", "name": "Commented-code block (6 lines) in tests/v1/determinism/test_batch_invariance.py:191", "shortDescription": {"text": "Commented-code block (6 lines) in tests/v1/determinism/test_batch_invariance.py:191"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4075971f57894e7e", "name": "Commented-code block (8 lines) in tests/v1/engine/utils.py:280", "shortDescription": {"text": "Commented-code block (8 lines) in tests/v1/engine/utils.py:280"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-91fc48756537f310", "name": "Commented-code block (6 lines) in tests/v1/engine/test_abort_final_step.py:187", "shortDescription": {"text": "Commented-code block (6 lines) in tests/v1/engine/test_abort_final_step.py:187"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2bb1260a0243e7d7", "name": "Commented-code block (5 lines) in tests/v1/core/test_prefix_caching.py:293", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/core/test_prefix_caching.py:293"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-becbb48ae96101fb", "name": "Legacy-named symbol `abort_order_copy` in tests/v1/core/test_async_scheduler.py:79", "shortDescription": {"text": "Legacy-named symbol `abort_order_copy` in tests/v1/core/test_async_scheduler.py:79"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e8272f30a3a1bd16", "name": "Commented-code block (5 lines) in tests/v1/core/test_scheduler.py:986", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/core/test_scheduler.py:986"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9888d84cf2fc2740", "name": "Legacy-named symbol `set_splitting_ops_for_v1` in tests/v1/cudagraph/test_cudagraph_dispatch.py:63", "shortDescription": {"text": "Legacy-named symbol `set_splitting_ops_for_v1` in tests/v1/cudagraph/test_cudagraph_dispatch.py:63"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5891647018ebe01e", "name": "Commented-code block (5 lines) in tests/v1/cudagraph/test_cudagraph_dispatch.py:119", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/cudagraph/test_cudagraph_dispatch.py:119"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-86e412ff6de2e298", "name": "Commented-code block (9 lines) in tests/v1/cudagraph/test_encoder_cudagraph.py:901", "shortDescription": {"text": "Commented-code block (9 lines) in tests/v1/cudagraph/test_encoder_cudagraph.py:901"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-856e88e27d6579cb", "name": "Legacy-named symbol `logits_old` in tests/v1/logits_processors/test_correctness.py:266", "shortDescription": {"text": "Legacy-named symbol `logits_old` in tests/v1/logits_processors/test_correctness.py:266"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-660a0bb3d6d22b01", "name": "Commented-code block (6 lines) in tests/v1/logits_processors/test_correctness.py:643", "shortDescription": {"text": "Commented-code block (6 lines) in tests/v1/logits_processors/test_correctness.py:643"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-121179442c375725", "name": "Legacy-named symbol `seq_lens_copy` in tests/v1/spec_decode/test_eagle_step_kernel.py:77", "shortDescription": {"text": "Legacy-named symbol `seq_lens_copy` in tests/v1/spec_decode/test_eagle_step_kernel.py:77"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-02d4ddbd17b9724b", "name": "Legacy-named symbol `llm_v1` in tests/v1/e2e/general/test_min_tokens.py:159", "shortDescription": {"text": "Legacy-named symbol `llm_v1` in tests/v1/e2e/general/test_min_tokens.py:159"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3a9f1be971a774ff", "name": "Commented-code block (5 lines) in tests/v1/e2e/spec_decode/test_spec_decode.py:1184", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/e2e/spec_decode/test_spec_decode.py:1184"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d966ddc4d865b43b", "name": "Commented-code block (5 lines) in tests/v1/sample/test_logprobs.py:888", "shortDescription": {"text": "Commented-code block (5 lines) in tests/v1/sample/test_logprobs.py:888"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8dcd6b63642b7d76", "name": "Legacy-named symbol `test_scheduler_plugins_v1` in tests/plugins_tests/test_scheduler_plugins.py:17", "shortDescription": {"text": "Legacy-named symbol `test_scheduler_plugins_v1` in tests/plugins_tests/test_scheduler_plugins.py:17"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3b99914b639c7b96", "name": "Commented-code block (7 lines) in tests/quantization/reference_mxfp4.py:170", "shortDescription": {"text": "Commented-code block (7 lines) in tests/quantization/reference_mxfp4.py:170"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ad0fefbd18327c9e", "name": "Commented-code block (6 lines) in tests/quantization/test_torchao.py:218", "shortDescription": {"text": "Commented-code block (6 lines) in tests/quantization/test_torchao.py:218"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ec605cce96a7d773", "name": "Commented-code block (6 lines) in tests/quantization/test_fp8.py:114", "shortDescription": {"text": "Commented-code block (6 lines) in tests/quantization/test_fp8.py:114"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-aadee76571aa2942", "name": "Legacy-named symbol `gptq_v2` in tests/quantization/test_gptq_v2.py:3", "shortDescription": {"text": "Legacy-named symbol `gptq_v2` in tests/quantization/test_gptq_v2.py:3"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9d905d8d4307a8ba", "name": "Commented-code block (8 lines) in tests/quantization/utils.py:36", "shortDescription": {"text": "Commented-code block (8 lines) in tests/quantization/utils.py:36"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-22c35c0711fa21b6", "name": "Commented-code block (9 lines) in tests/lora/test_fused_moe_lora_kernel.py:754", "shortDescription": {"text": "Commented-code block (9 lines) in tests/lora/test_fused_moe_lora_kernel.py:754"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d905e912ae8be8ff", "name": "Commented-code block (5 lines) in tests/lora/test_punica_ops.py:263", "shortDescription": {"text": "Commented-code block (5 lines) in tests/lora/test_punica_ops.py:263"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6e67f02bd7f72a4e", "name": "Commented-code block (5 lines) in tests/lora/test_moe_lora_align_sum.py:107", "shortDescription": {"text": "Commented-code block (5 lines) in tests/lora/test_moe_lora_align_sum.py:107"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a154c8187759f8e5", "name": "Legacy-named symbol `deepseek_v2` in tests/lora/test_layers.py:47", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in tests/lora/test_layers.py:47"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a1f443d9fde6b74f", "name": "Commented-code block (5 lines) in tests/distributed/test_custom_all_reduce.py:43", "shortDescription": {"text": "Commented-code block (5 lines) in tests/distributed/test_custom_all_reduce.py:43"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6a33584e2aeb8c06", "name": "Commented-code block (5 lines) in tests/distributed/test_quick_all_reduce.py:247", "shortDescription": {"text": "Commented-code block (5 lines) in tests/distributed/test_quick_all_reduce.py:247"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6947c7813b769453", "name": "Legacy-named symbol `has_deep_ep_v2` in tests/distributed/test_mnnvl_alltoall.py:22", "shortDescription": {"text": "Legacy-named symbol `has_deep_ep_v2` in tests/distributed/test_mnnvl_alltoall.py:22"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-35ca60f3cbc4226b", "name": "Legacy-named symbol `all_reduce_symmetric_with_copy` in tests/distributed/test_nccl_symm_mem_allreduce.py:72", "shortDescription": {"text": "Legacy-named symbol `all_reduce_symmetric_with_copy` in tests/distributed/test_nccl_symm_mem_allreduce.py:72"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5a866508e3d5b8ea", "name": "Legacy-named symbol `layer_copy` in tests/distributed/test_eplb_execute.py:598", "shortDescription": {"text": "Legacy-named symbol `layer_copy` in tests/distributed/test_eplb_execute.py:598"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-eb05b63f9a16a51f", "name": "Legacy-named symbol `ray_executor_v2` in tests/distributed/test_ray_v2_executor.py:20", "shortDescription": {"text": "Legacy-named symbol `ray_executor_v2` in tests/distributed/test_ray_v2_executor.py:20"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b739127861b2e5d4", "name": "Commented-code block (8 lines) in tests/distributed/test_eplb_algo.py:439", "shortDescription": {"text": "Commented-code block (8 lines) in tests/distributed/test_eplb_algo.py:439"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8beed8568d75d453", "name": "Commented-code block (8 lines) in tests/distributed/test_pynccl.py:419", "shortDescription": {"text": "Commented-code block (8 lines) in tests/distributed/test_pynccl.py:419"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-91699d79ce8bf17b", "name": "Commented-code block (8 lines) in tests/samplers/test_beam_search.py:19", "shortDescription": {"text": "Commented-code block (8 lines) in tests/samplers/test_beam_search.py:19"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7fd3d580499dcc92", "name": "Commented-code block (11 lines) in tests/multimodal/test_cache.py:336", "shortDescription": {"text": "Commented-code block (11 lines) in tests/multimodal/test_cache.py:336"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-347032af478d9ad4", "name": "Legacy-named symbol `url_old` in tests/multimodal/media/test_connector.py:452", "shortDescription": {"text": "Legacy-named symbol `url_old` in tests/multimodal/media/test_connector.py:452"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-aef3d7492f005312", "name": "Commented-code block (5 lines) in tests/multimodal/media/test_connector.py:349", "shortDescription": {"text": "Commented-code block (5 lines) in tests/multimodal/media/test_connector.py:349"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3e669e44b04bb8a2", "name": "Commented-code block (8 lines) in tests/entrypoints/openai/test_openai_schema.py:115", "shortDescription": {"text": "Commented-code block (8 lines) in tests/entrypoints/openai/test_openai_schema.py:115"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c044ae478992352f", "name": "Commented-code block (27 lines) in tests/entrypoints/openai/responses/test_function_call.py:339", "shortDescription": {"text": "Commented-code block (27 lines) in tests/entrypoints/openai/responses/test_function_call.py:339"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-59ef65b28458754d", "name": "Legacy-named symbol `fc_old` in tests/entrypoints/openai/responses/test_response_input_to_harmony.py:214", "shortDescription": {"text": "Legacy-named symbol `fc_old` in tests/entrypoints/openai/responses/test_response_input_to_harmony.py:214"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3a104dcdb9116bff", "name": "Commented-code block (9 lines) in tests/entrypoints/serve/disagg/test_serving_tokens.py:51", "shortDescription": {"text": "Commented-code block (9 lines) in tests/entrypoints/serve/disagg/test_serving_tokens.py:51"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d0a6548889dc1be1", "name": "Commented-code block (5 lines) in tests/entrypoints/pooling/embed/test_online_long_text.py:272", "shortDescription": {"text": "Commented-code block (5 lines) in tests/entrypoints/pooling/embed/test_online_long_text.py:272"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e5e5634651720b9f", "name": "Commented-code block (8 lines) in tests/entrypoints/llm/offline_mode/test_offline_mode.py:47", "shortDescription": {"text": "Commented-code block (8 lines) in tests/entrypoints/llm/offline_mode/test_offline_mode.py:47"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ca089eac700e7df4", "name": "Commented-code block (6 lines) in tests/renderers/test_chat_utils_prompt_embeds.py:209", "shortDescription": {"text": "Commented-code block (6 lines) in tests/renderers/test_chat_utils_prompt_embeds.py:209"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-980521092fb1ab19", "name": "Commented-code block (5 lines) in tests/renderers/test_sparse_tensor_validation.py:57", "shortDescription": {"text": "Commented-code block (5 lines) in tests/renderers/test_sparse_tensor_validation.py:57"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c380ee97355d1b46", "name": "Commented-code block (17 lines) in tests/tool_use/utils.py:177", "shortDescription": {"text": "Commented-code block (17 lines) in tests/tool_use/utils.py:177"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b890116522e7c5ec", "name": "Legacy-named symbol `model_copy` in tests/parser/test_streaming.py:348", "shortDescription": {"text": "Legacy-named symbol `model_copy` in tests/parser/test_streaming.py:348"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-69c44a2e5c33d3d6", "name": "Commented-code block (8 lines) in tests/utils_/test_argparse_utils.py:279", "shortDescription": {"text": "Commented-code block (8 lines) in tests/utils_/test_argparse_utils.py:279"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-11a765fe94805a71", "name": "Legacy-named symbol `deepseek_v2` in tests/model_executor/test_mistral_large_3_eagle.py:11", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in tests/model_executor/test_mistral_large_3_eagle.py:11"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-289387d8150f8df5", "name": "Commented-code block (5 lines) in tests/model_executor/model_loader/test_sharded_state_loader.py:131", "shortDescription": {"text": "Commented-code block (5 lines) in tests/model_executor/model_loader/test_sharded_state_loader.py:131"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-38cea580b91abfc6", "name": "Commented-code block (5 lines) in tests/kernels/test_minimax_m3_amd_ops.py:60", "shortDescription": {"text": "Commented-code block (5 lines) in tests/kernels/test_minimax_m3_amd_ops.py:60"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-77472495cbbf52d2", "name": "Commented-code block (14 lines) in tests/kernels/utils.py:1052", "shortDescription": {"text": "Commented-code block (14 lines) in tests/kernels/utils.py:1052"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4dc3d4815de1a454", "name": "Commented-code block (5 lines) in tests/kernels/attention/test_triton_unified_attention_diffkv.py:29", "shortDescription": {"text": "Commented-code block (5 lines) in tests/kernels/attention/test_triton_unified_attention_diffkv.py:29"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-50cfad9df9353297", "name": "Legacy-named symbol `kv_cache_old` in tests/kernels/attention/test_lightning_attn.py:103", "shortDescription": {"text": "Legacy-named symbol `kv_cache_old` in tests/kernels/attention/test_lightning_attn.py:103"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-946511edf81e2b5a", "name": "Legacy-named symbol `paged_attention_v1` in tests/kernels/attention/test_attention.py:204", "shortDescription": {"text": "Legacy-named symbol `paged_attention_v1` in tests/kernels/attention/test_attention.py:204"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4784ffe101142820", "name": "Commented-code block (5 lines) in tests/kernels/attention/test_attention_selector.py:119", "shortDescription": {"text": "Commented-code block (5 lines) in tests/kernels/attention/test_attention_selector.py:119"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7d9c5c504df116da", "name": "Commented-code block (5 lines) in tests/kernels/attention/test_triton_unified_attention.py:473", "shortDescription": {"text": "Commented-code block (5 lines) in tests/kernels/attention/test_triton_unified_attention.py:473"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-caeda7ef05539b5e", "name": "Commented-code block (17 lines) in tests/kernels/quantization/test_machete_mm.py:115", "shortDescription": {"text": "Commented-code block (17 lines) in tests/kernels/quantization/test_machete_mm.py:115"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ea4975b3ca5ee6d2", "name": "Commented-code block (5 lines) in tests/kernels/quantization/test_per_token_group_quant.py:195", "shortDescription": {"text": "Commented-code block (5 lines) in tests/kernels/quantization/test_per_token_group_quant.py:195"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f2e921d69555045c", "name": "Commented-code block (9 lines) in tests/kernels/quantization/test_rdna3_w4a16.py:193", "shortDescription": {"text": "Commented-code block (9 lines) in tests/kernels/quantization/test_rdna3_w4a16.py:193"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-57b97368d112c2a6", "name": "Legacy-named symbol `test_get_registered_kernels_returns_copy` in tests/kernels/helion/test_register.py:780", "shortDescription": {"text": "Legacy-named symbol `test_get_registered_kernels_returns_copy` in tests/kernels/helion/test_register.py:780"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e2e35dc045df9f3e", "name": "Legacy-named symbol `has_deep_ep_v2` in tests/kernels/moe/parallel_utils.py:18", "shortDescription": {"text": "Legacy-named symbol `has_deep_ep_v2` in tests/kernels/moe/parallel_utils.py:18"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-06743c014162e581", "name": "Commented-code block (7 lines) in tests/kernels/moe/test_ocp_mx_moe.py:106", "shortDescription": {"text": "Commented-code block (7 lines) in tests/kernels/moe/test_ocp_mx_moe.py:106"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-072aa186e6c4ce34", "name": "Commented-code block (19 lines) in tests/kernels/moe/test_routing.py:557", "shortDescription": {"text": "Commented-code block (19 lines) in tests/kernels/moe/test_routing.py:557"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-da051d9392877a1d", "name": "Commented-code block (6 lines) in tests/kernels/moe/test_gpt_oss_triton_kernels.py:96", "shortDescription": {"text": "Commented-code block (6 lines) in tests/kernels/moe/test_gpt_oss_triton_kernels.py:96"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d7164135cab9fa44", "name": "Commented-code block (6 lines) in tests/kernels/moe/test_zero_expert_moe.py:76", "shortDescription": {"text": "Commented-code block (6 lines) in tests/kernels/moe/test_zero_expert_moe.py:76"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5fd381783ba982b4", "name": "Commented-code block (5 lines) in tests/kernels/moe/test_silu_mul_fp8_quant_deep_gemm.py:292", "shortDescription": {"text": "Commented-code block (5 lines) in tests/kernels/moe/test_silu_mul_fp8_quant_deep_gemm.py:292"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-44bac80a97eac923", "name": "Commented-code block (6 lines) in tests/kernels/moe/test_moe_layer.py:163", "shortDescription": {"text": "Commented-code block (6 lines) in tests/kernels/moe/test_moe_layer.py:163"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c83ad47149b937fb", "name": "Legacy-named symbol `has_deep_ep_v2` in tests/kernels/moe/test_deepep_v2_moe.py:23", "shortDescription": {"text": "Legacy-named symbol `has_deep_ep_v2` in tests/kernels/moe/test_deepep_v2_moe.py:23"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0a193ab22a40690b", "name": "Commented-code block (6 lines) in tests/kernels/moe/test_deepep_v2_moe.py:397", "shortDescription": {"text": "Commented-code block (6 lines) in tests/kernels/moe/test_deepep_v2_moe.py:397"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b3ef0249de4a6312", "name": "Commented-code block (5 lines) in tests/kernels/moe/test_trtllm_nvfp4_moe.py:115", "shortDescription": {"text": "Commented-code block (5 lines) in tests/kernels/moe/test_trtllm_nvfp4_moe.py:115"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-73b7f34503aac7e3", "name": "Legacy-named symbol `has_deep_ep_v2` in tests/kernels/moe/modular_kernel_tools/mk_objects.py:44", "shortDescription": {"text": "Legacy-named symbol `has_deep_ep_v2` in tests/kernels/moe/modular_kernel_tools/mk_objects.py:44"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1d676fcc9b35dd1a", "name": "Legacy-named symbol `has_deep_ep_v2` in tests/kernels/moe/modular_kernel_tools/common.py:47", "shortDescription": {"text": "Legacy-named symbol `has_deep_ep_v2` in tests/kernels/moe/modular_kernel_tools/common.py:47"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b5bcf938ad1c23c6", "name": "Commented-code block (6 lines) in tests/kernels/mamba/test_mamba_ssm_ssd.py:119", "shortDescription": {"text": "Commented-code block (6 lines) in tests/kernels/mamba/test_mamba_ssm_ssd.py:119"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4bd80b2992da5d08", "name": "Commented-code block (6 lines) in tests/kernels/mamba/test_gdn_forward_core_split.py:88", "shortDescription": {"text": "Commented-code block (6 lines) in tests/kernels/mamba/test_gdn_forward_core_split.py:88"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-28d48108ec9ce9e7", "name": "Commented-code block (6 lines) in tests/kernels/core/test_fused_quant_layernorm.py:270", "shortDescription": {"text": "Commented-code block (6 lines) in tests/kernels/core/test_fused_quant_layernorm.py:270"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-51df70ef1c25d1c0", "name": "Commented-code block (9 lines) in tests/kernels/core/test_opcheck.py:18", "shortDescription": {"text": "Commented-code block (9 lines) in tests/kernels/core/test_opcheck.py:18"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3b875a270ec2bb11", "name": "Commented-code block (6 lines) in benchmarks/benchmark_utils.py:9", "shortDescription": {"text": "Commented-code block (6 lines) in benchmarks/benchmark_utils.py:9"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6896d39b453ed37c", "name": "Legacy-named symbol `logits_copy` in benchmarks/benchmark_topk_topp.py:127", "shortDescription": {"text": "Legacy-named symbol `logits_copy` in benchmarks/benchmark_topk_topp.py:127"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-698920a9a1f6b1c4", "name": "Legacy-named symbol `deepseek_v2` in benchmarks/attention_benchmarks/mla_runner.py:109", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in benchmarks/attention_benchmarks/mla_runner.py:109"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-cc3458cb21b11f78", "name": "Legacy-named symbol `deepseek_v2` in benchmarks/attention_benchmarks/common.py:73", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in benchmarks/attention_benchmarks/common.py:73"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f095df8be867dab8", "name": "Stub function `sample` (body is just `pass`/`return`) \u2014 benchmarks/multi_turn/bench_dataset.py:32", "shortDescription": {"text": "Stub function `sample` (body is just `pass`/`return`) \u2014 benchmarks/multi_turn/bench_dataset.py:32"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7857030ce5bca25e", "name": "Commented-code block (9 lines) in benchmarks/kernels/weight_shapes.py:4", "shortDescription": {"text": "Commented-code block (9 lines) in benchmarks/kernels/weight_shapes.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d82a5ee584582c61", "name": "Legacy-named symbol `time_ms_silu_v2` in benchmarks/kernels/benchmark_silu_mul_fp8_quant.py:502", "shortDescription": {"text": "Legacy-named symbol `time_ms_silu_v2` in benchmarks/kernels/benchmark_silu_mul_fp8_quant.py:502"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a7ff45eec61c6426", "name": "Legacy-named symbol `all_reduce_symmetric_with_copy` in benchmarks/kernels/benchmark_device_communicators.py:234", "shortDescription": {"text": "Legacy-named symbol `all_reduce_symmetric_with_copy` in benchmarks/kernels/benchmark_device_communicators.py:234"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bb9463f829816cb9", "name": "Legacy-named symbol `paged_attention_v1` in benchmarks/kernels/benchmark_paged_attention.py:116", "shortDescription": {"text": "Legacy-named symbol `paged_attention_v1` in benchmarks/kernels/benchmark_paged_attention.py:116"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-327d0f944a846e5c", "name": "Commented-code block (5 lines) in benchmarks/kernels/benchmark_mrope.py:7", "shortDescription": {"text": "Commented-code block (5 lines) in benchmarks/kernels/benchmark_mrope.py:7"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-dcc4120dd001a186", "name": "Legacy-named symbol `t_old` in benchmarks/kernels/benchmark_moe_defaults.py:242", "shortDescription": {"text": "Legacy-named symbol `t_old` in benchmarks/kernels/benchmark_moe_defaults.py:242"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-db44c1c914481339", "name": "Network/subprocess call without timeout or try/except \u2014 benchmarks/kernels/ir/bench_ir_ops.py:92", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 benchmarks/kernels/ir/bench_ir_ops.py:92"}, "fullDescription": {"text": "`subprocess.check_output(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-85f06f1b6aefd12f", "name": "Commented-code block (9 lines) in benchmarks/cutlass_benchmarks/weight_shapes.py:4", "shortDescription": {"text": "Commented-code block (9 lines) in benchmarks/cutlass_benchmarks/weight_shapes.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1526d1f657463eba", "name": "Legacy-named symbol `paged_attention_v1` in vllm/_custom_ops.py:114", "shortDescription": {"text": "Legacy-named symbol `paged_attention_v1` in vllm/_custom_ops.py:114"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6f57241dbc892abd", "name": "Stub function `_scaled_fp4_quant_out_fake` (body is just `pass`/`return`) \u2014 vllm/_custom_ops.py:102", "shortDescription": {"text": "Stub function `_scaled_fp4_quant_out_fake` (body is just `pass`/`return`) \u2014 vllm/_custom_ops.py:102"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-72710a678ffdf48c", "name": "Stub function `_rocm_aiter_topk_softmax_fake` (body is just `pass`/`return`) \u2014 vllm/_aiter_ops.py:315", "shortDescription": {"text": "Stub function `_rocm_aiter_topk_softmax_fake` (body is just `pass`/`return`) \u2014 vllm/_aiter_ops.py:315"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-048a5076d387f780", "name": "Commented-code block (7 lines) in vllm/envs.py:572", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/envs.py:572"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b136bb5d4c48bba9", "name": "Commented-code block (6 lines) in vllm/env_override.py:107", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/env_override.py:107"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d4b8fbf944c56efa", "name": "Stub function `noop_log` (body is just `pass`/`return`) \u2014 vllm/env_override.py:409", "shortDescription": {"text": "Stub function `noop_log` (body is just `pass`/`return`) \u2014 vllm/env_override.py:409"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c1407c0f7a5f91f0", "name": "Stub function `_gdn_attention_core_xpu_fake` (body is just `pass`/`return`) \u2014 vllm/_xpu_ops.py:185", "shortDescription": {"text": "Stub function `_gdn_attention_core_xpu_fake` (body is just `pass`/`return`) \u2014 vllm/_xpu_ops.py:185"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-899f0a4b4d9241e2", "name": "Commented-code block (6 lines) in vllm/forward_context.py:158", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/forward_context.py:158"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-989261a4ed624c7f", "name": "Commented-code block (7 lines) in vllm/scalar_type.py:87", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/scalar_type.py:87"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f015cbb64c338592", "name": "Commented-code block (62 lines) in vllm/collect_env.py:459", "shortDescription": {"text": "Commented-code block (62 lines) in vllm/collect_env.py:459"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8b7a02d4de0a3f15", "name": "Commented-code block (7 lines) in vllm/tokenizers/detokenizer_utils.py:20", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/tokenizers/detokenizer_utils.py:20"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-76a7df15322dd9d6", "name": "Commented-code block (5 lines) in vllm/tokenizers/registry.py:29", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/tokenizers/registry.py:29"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d4b7073c54f461e8", "name": "Commented-code block (6 lines) in vllm/tokenizers/mistral.py:523", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/tokenizers/mistral.py:523"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2ca4216fc07766f3", "name": "Network/subprocess call without timeout or try/except \u2014 vllm/platforms/cpu.py:58", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/platforms/cpu.py:58"}, "fullDescription": {"text": "`subprocess.check_output(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-5825a587d80722dd", "name": "Stub function `manual_seed_all` (body is just `pass`/`return`) \u2014 vllm/platforms/cpu.py:108", "shortDescription": {"text": "Stub function `manual_seed_all` (body is just `pass`/`return`) \u2014 vllm/platforms/cpu.py:108"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3e1c156761bbc970", "name": "Commented-code block (11 lines) in vllm/platforms/__init__.py:264", "shortDescription": {"text": "Commented-code block (11 lines) in vllm/platforms/__init__.py:264"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fc1a3d5ab81ae952", "name": "Commented-code block (5 lines) in vllm/platforms/interface.py:574", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/platforms/interface.py:574"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7ad6c1305912ee6c", "name": "Stub function `log_warnings` (body is just `pass`/`return`) \u2014 vllm/platforms/cuda.py:224", "shortDescription": {"text": "Stub function `log_warnings` (body is just `pass`/`return`) \u2014 vllm/platforms/cuda.py:224"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1bb133b01ba17eac", "name": "Legacy-named symbol `deepseek_vl_v2` in vllm/transformers_utils/config.py:84", "shortDescription": {"text": "Legacy-named symbol `deepseek_vl_v2` in vllm/transformers_utils/config.py:84"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-75b0d99acf0b1115", "name": "Legacy-named symbol `deepseek_v2` in vllm/transformers_utils/model_arch_config_convertor.py:257", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/transformers_utils/model_arch_config_convertor.py:257"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-51867cbaee1a6991", "name": "Legacy-named symbol `list_objects_v2` in vllm/transformers_utils/s3_utils.py:85", "shortDescription": {"text": "Legacy-named symbol `list_objects_v2` in vllm/transformers_utils/s3_utils.py:85"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-24fd1edb78ffcec4", "name": "Legacy-named symbol `deepseek_vl_v2` in vllm/transformers_utils/chat_templates/registry.py:32", "shortDescription": {"text": "Legacy-named symbol `deepseek_vl_v2` in vllm/transformers_utils/chat_templates/registry.py:32"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-599c91a583689b2e", "name": "Commented-code block (14 lines) in vllm/transformers_utils/processors/cohere_asr.py:249", "shortDescription": {"text": "Commented-code block (14 lines) in vllm/transformers_utils/processors/cohere_asr.py:249"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-efd2f56e884978a6", "name": "Commented-code block (5 lines) in vllm/transformers_utils/processors/minicpmo.py:67", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/transformers_utils/processors/minicpmo.py:67"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cde46ed679c6dc00", "name": "Commented-code block (5 lines) in vllm/transformers_utils/processors/minicpmv.py:61", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/transformers_utils/processors/minicpmv.py:61"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e3b58ab808b7880a", "name": "Commented-code block (6 lines) in vllm/transformers_utils/processors/nano_nemotron_vl.py:905", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/transformers_utils/processors/nano_nemotron_vl.py:905"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9190d5db5117d713", "name": "Commented-code block (5 lines) in vllm/transformers_utils/processors/minimax_m3.py:521", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/transformers_utils/processors/minimax_m3.py:521"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e240dfce3e6701f7", "name": "Legacy-named symbol `processing_deepseek_vl_v2` in vllm/transformers_utils/processors/deepseek_vl2.py:6", "shortDescription": {"text": "Legacy-named symbol `processing_deepseek_vl_v2` in vllm/transformers_utils/processors/deepseek_vl2.py:6"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f9ce2e2fc57d60b4", "name": "Commented-code block (6 lines) in vllm/transformers_utils/processors/deepseek_vl2.py:9", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/transformers_utils/processors/deepseek_vl2.py:9"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-64f0dfb7f8e1e666", "name": "Commented-code block (7 lines) in vllm/transformers_utils/processors/deepseek_ocr.py:14", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/transformers_utils/processors/deepseek_ocr.py:14"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d772c658f06e0565", "name": "Commented-code block (6 lines) in vllm/transformers_utils/processors/moondream3.py:96", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/transformers_utils/processors/moondream3.py:96"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1dbb804870889e55", "name": "Commented-code block (6 lines) in vllm/transformers_utils/configs/colpali.py:42", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/transformers_utils/configs/colpali.py:42"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b97d1b6bfa55231e", "name": "Commented-code block (6 lines) in vllm/transformers_utils/configs/funaudiochat.py:8", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/transformers_utils/configs/funaudiochat.py:8"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1a75e4af749c3a79", "name": "Legacy-named symbol `modeling_deepseek_vl_v2` in vllm/transformers_utils/configs/deepseek_vl2.py:4", "shortDescription": {"text": "Legacy-named symbol `modeling_deepseek_vl_v2` in vllm/transformers_utils/configs/deepseek_vl2.py:4"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f795fd9b45ee40af", "name": "Commented-code block (7 lines) in vllm/models/deepseek_v4/compressor.py:143", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/models/deepseek_v4/compressor.py:143"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d0c93505747f05c2", "name": "Commented-code block (5 lines) in vllm/models/deepseek_v4/sparse_mla.py:28", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/models/deepseek_v4/sparse_mla.py:28"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6130ad787b43f960", "name": "Commented-code block (5 lines) in vllm/models/deepseek_v4/attention.py:279", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/models/deepseek_v4/attention.py:279"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f1f1f409a3528abe", "name": "Legacy-named symbol `deepseek_v2` in vllm/models/deepseek_v4/nvidia/mtp.py:42", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/models/deepseek_v4/nvidia/mtp.py:42"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-50865f88656a190d", "name": "Commented-code block (8 lines) in vllm/models/deepseek_v4/nvidia/mtp.py:57", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/models/deepseek_v4/nvidia/mtp.py:57"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-22251885a2b0b806", "name": "Commented-code block (6 lines) in vllm/models/deepseek_v4/nvidia/model.py:325", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/models/deepseek_v4/nvidia/model.py:325"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-28d6fd0fa472a472", "name": "Stub function `update_expert_map` (body is just `pass`/`return`) \u2014 vllm/models/deepseek_v4/nvidia/model.py:408", "shortDescription": {"text": "Stub function `update_expert_map` (body is just `pass`/`return`) \u2014 vllm/models/deepseek_v4/nvidia/model.py:408"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1af696806a6bf053", "name": "Commented-code block (6 lines) in vllm/models/deepseek_v4/nvidia/flashmla.py:195", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/models/deepseek_v4/nvidia/flashmla.py:195"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2235f803616f8d39", "name": "Legacy-named symbol `num_bits_per_copy` in vllm/models/deepseek_v4/nvidia/ops/sparse_attn_compress_cutedsl.py:222", "shortDescription": {"text": "Legacy-named symbol `num_bits_per_copy` in vllm/models/deepseek_v4/nvidia/ops/sparse_attn_compress_cutedsl.py:222"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2f4bfb8da06fa726", "name": "Legacy-named symbol `num_bits_per_copy` in vllm/models/deepseek_v4/nvidia/ops/dequant_gather_k_cutedsl.py:104", "shortDescription": {"text": "Legacy-named symbol `num_bits_per_copy` in vllm/models/deepseek_v4/nvidia/ops/dequant_gather_k_cutedsl.py:104"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5e5b132033b774f4", "name": "Legacy-named symbol `num_bits_per_copy` in vllm/models/deepseek_v4/nvidia/ops/fused_indexer_q_cutedsl.py:188", "shortDescription": {"text": "Legacy-named symbol `num_bits_per_copy` in vllm/models/deepseek_v4/nvidia/ops/fused_indexer_q_cutedsl.py:188"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-771099c35f558eb4", "name": "Commented-code block (8 lines) in vllm/models/deepseek_v4/common/ops/fused_indexer_q.py:153", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/models/deepseek_v4/common/ops/fused_indexer_q.py:153"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e00467cfa0fc3099", "name": "Commented-code block (5 lines) in vllm/models/deepseek_v4/common/ops/fused_qk_rmsnorm.py:25", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/models/deepseek_v4/common/ops/fused_qk_rmsnorm.py:25"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-38d98543f8c89649", "name": "Commented-code block (5 lines) in vllm/models/deepseek_v4/common/ops/cache_utils.py:468", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/models/deepseek_v4/common/ops/cache_utils.py:468"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-57b9db05bc38576c", "name": "Legacy-named symbol `deepseek_v2` in vllm/models/deepseek_v4/xpu/mtp.py:39", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/models/deepseek_v4/xpu/mtp.py:39"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e159af3a813b4383", "name": "Commented-code block (8 lines) in vllm/models/deepseek_v4/xpu/mtp.py:55", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/models/deepseek_v4/xpu/mtp.py:55"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cd8ceb62b4069f95", "name": "Commented-code block (6 lines) in vllm/models/deepseek_v4/xpu/model.py:452", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/models/deepseek_v4/xpu/model.py:452"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7d25266e17e0adb0", "name": "Stub function `_deepseek_v4_mega_moe_experts_op_fake` (body is just `pass`/`return`) \u2014 vllm/models/deepseek_v4/xpu/model", "shortDescription": {"text": "Stub function `_deepseek_v4_mega_moe_experts_op_fake` (body is just `pass`/`return`) \u2014 vllm/models/deepseek_v4/xpu/model.py:578"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c29bdb400c76b787", "name": "Legacy-named symbol `deepseek_v2` in vllm/models/deepseek_v4/amd/mtp.py:37", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/models/deepseek_v4/amd/mtp.py:37"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-04583942b0b4106e", "name": "Commented-code block (8 lines) in vllm/models/deepseek_v4/amd/mtp.py:51", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/models/deepseek_v4/amd/mtp.py:51"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-396018fb1d4e0cac", "name": "Commented-code block (5 lines) in vllm/models/deepseek_v4/amd/model.py:450", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/models/deepseek_v4/amd/model.py:450"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a09f906f16e1f485", "name": "Commented-code block (10 lines) in vllm/models/minimax_m3/nvidia/model.py:590", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/models/minimax_m3/nvidia/model.py:590"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-adddf6309e675b58", "name": "Commented-code block (10 lines) in vllm/models/minimax_m3/common/mm_preprocess.py:50", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/models/minimax_m3/common/mm_preprocess.py:50"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fdaa46de16febce0", "name": "Commented-code block (5 lines) in vllm/models/minimax_m3/common/vision_tower.py:143", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/models/minimax_m3/common/vision_tower.py:143"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4fe319763affed55", "name": "Commented-code block (5 lines) in vllm/models/minimax_m3/amd/model.py:227", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/models/minimax_m3/amd/model.py:227"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cb6003f9bbe6c72b", "name": "Commented-code block (8 lines) in vllm/models/minimax_m3/amd/ops/swiglu_oai.py:196", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/models/minimax_m3/amd/ops/swiglu_oai.py:196"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ccb157b030aa7a41", "name": "Commented-code block (5 lines) in vllm/config/model.py:1207", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/config/model.py:1207"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3d2e5f9baf038a13", "name": "Legacy-named symbol `enable_auto_functionalized_v2` in vllm/config/compilation.py:900", "shortDescription": {"text": "Legacy-named symbol `enable_auto_functionalized_v2` in vllm/config/compilation.py:900"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d2ed612bf9b35d48", "name": "Commented-code block (7 lines) in vllm/config/compilation.py:892", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/config/compilation.py:892"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4994bf9b7119302b", "name": "Legacy-named symbol `set_splitting_ops_for_v1` in vllm/config/vllm.py:1393", "shortDescription": {"text": "Legacy-named symbol `set_splitting_ops_for_v1` in vllm/config/vllm.py:1393"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7e7f74a12982d387", "name": "Commented-code block (6 lines) in vllm/config/vllm.py:98", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/config/vllm.py:98"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c6e31b47c05b0020", "name": "Legacy-named symbol `handle_deprecated` in vllm/config/utils.py:382", "shortDescription": {"text": "Legacy-named symbol `handle_deprecated` in vllm/config/utils.py:382"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-13e6935b6abe3d56", "name": "Commented-code block (6 lines) in vllm/config/utils.py:311", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/config/utils.py:311"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-68f62fec65d49d44", "name": "Legacy-named symbol `deepep_v2` in vllm/config/parallel.py:45", "shortDescription": {"text": "Legacy-named symbol `deepep_v2` in vllm/config/parallel.py:45"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7890fd4bee736fad", "name": "Commented-code block (5 lines) in vllm/config/parallel.py:490", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/config/parallel.py:490"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f845c1ef107048c3", "name": "Commented-code block (5 lines) in vllm/v1/outputs.py:206", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/outputs.py:206"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e849e0206a3d754d", "name": "Legacy-named symbol `launch_copy` in vllm/v1/simple_kv_offload/worker.py:223", "shortDescription": {"text": "Legacy-named symbol `launch_copy` in vllm/v1/simple_kv_offload/worker.py:223"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e97b27251130d4ad", "name": "Commented-code block (7 lines) in vllm/v1/simple_kv_offload/worker.py:108", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/simple_kv_offload/worker.py:108"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b73d7448793d8a54", "name": "Stub function `wait_for_save` (body is just `pass`/`return`) \u2014 vllm/v1/simple_kv_offload/worker.py:200", "shortDescription": {"text": "Stub function `wait_for_save` (body is just `pass`/`return`) \u2014 vllm/v1/simple_kv_offload/worker.py:200"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0f23eed768916564", "name": "Legacy-named symbol `launch_copy` in vllm/v1/simple_kv_offload/copy_backend.py:57", "shortDescription": {"text": "Legacy-named symbol `launch_copy` in vllm/v1/simple_kv_offload/copy_backend.py:57"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c94ff204fe06030b", "name": "Commented-code block (5 lines) in vllm/v1/simple_kv_offload/manager.py:330", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/simple_kv_offload/manager.py:330"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b8b981d4bbc14346", "name": "Legacy-named symbol `cuMemcpyBatchAsync_v2` in vllm/v1/simple_kv_offload/cuda_mem_ops.py:113", "shortDescription": {"text": "Legacy-named symbol `cuMemcpyBatchAsync_v2` in vllm/v1/simple_kv_offload/cuda_mem_ops.py:113"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4ee52750f39def3a", "name": "Commented-code block (8 lines) in vllm/v1/attention/backend.py:729", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/v1/attention/backend.py:729"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7d6fed019292d3a3", "name": "Stub function `supports_combination` (body is just `pass`/`return`) \u2014 vllm/v1/attention/backend.py:261", "shortDescription": {"text": "Stub function `supports_combination` (body is just `pass`/`return`) \u2014 vllm/v1/attention/backend.py:261"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5fed3ebf31ce225d", "name": "Commented-code block (6 lines) in vllm/v1/attention/ops/chunked_prefill_paged_decode.py:419", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/attention/ops/chunked_prefill_paged_decode.py:419"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-60cc3c68648554f8", "name": "Legacy-named symbol `float16_copy` in vllm/v1/attention/ops/triton_turboquant_decode.py:591", "shortDescription": {"text": "Legacy-named symbol `float16_copy` in vllm/v1/attention/ops/triton_turboquant_decode.py:591"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-247f11196f074d25", "name": "Commented-code block (5 lines) in vllm/v1/attention/ops/merge_attn_states.py:49", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/ops/merge_attn_states.py:49"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4eedf22730f10b1e", "name": "Commented-code block (14 lines) in vllm/v1/attention/ops/prefix_prefill.py:23", "shortDescription": {"text": "Commented-code block (14 lines) in vllm/v1/attention/ops/prefix_prefill.py:23"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b05ce1dd0763790f", "name": "Commented-code block (5 lines) in vllm/v1/attention/ops/triton_decode_attention.py:13", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/ops/triton_decode_attention.py:13"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5be9190c227a621a", "name": "Commented-code block (10 lines) in vllm/v1/attention/ops/dcp_alltoall.py:116", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/v1/attention/ops/dcp_alltoall.py:116"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3c422f0036c2317c", "name": "Legacy-named symbol `direct_copy` in vllm/v1/attention/ops/rocm_aiter_mla_sparse.py:977", "shortDescription": {"text": "Legacy-named symbol `direct_copy` in vllm/v1/attention/ops/rocm_aiter_mla_sparse.py:977"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8599b054a978a5b5", "name": "Commented-code block (5 lines) in vllm/v1/attention/ops/rocm_aiter_mla_sparse.py:675", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/ops/rocm_aiter_mla_sparse.py:675"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a7b96704f6c50dcc", "name": "Commented-code block (5 lines) in vllm/v1/attention/ops/triton_unified_attention.py:243", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/ops/triton_unified_attention.py:243"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-dc3e95678626eeba", "name": "Commented-code block (5 lines) in vllm/v1/attention/ops/triton_attention_helpers.py:207", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/ops/triton_attention_helpers.py:207"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bf5b5def3b39a3d0", "name": "Legacy-named symbol `paged_attention_v1` in vllm/v1/attention/backends/rocm_aiter_fa.py:1152", "shortDescription": {"text": "Legacy-named symbol `paged_attention_v1` in vllm/v1/attention/backends/rocm_aiter_fa.py:1152"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2f37ce386348599a", "name": "Commented-code block (7 lines) in vllm/v1/attention/backends/rocm_aiter_fa.py:362", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/attention/backends/rocm_aiter_fa.py:362"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-54f3a3e317db561e", "name": "Commented-code block (5 lines) in vllm/v1/attention/backends/fa_utils.py:157", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/backends/fa_utils.py:157"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-81ad3d9757ce385e", "name": "Commented-code block (5 lines) in vllm/v1/attention/backends/flash_attn_diffkv.py:145", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/backends/flash_attn_diffkv.py:145"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3d1343484d5cc9e7", "name": "Commented-code block (7 lines) in vllm/v1/attention/backends/rocm_attn.py:45", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/attention/backends/rocm_attn.py:45"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-58bddceff599e451", "name": "Commented-code block (5 lines) in vllm/v1/attention/backends/flashinfer.py:1008", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/backends/flashinfer.py:1008"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d567ba2eb6379f6e", "name": "Commented-code block (7 lines) in vllm/v1/attention/backends/triton_attn.py:60", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/attention/backends/triton_attn.py:60"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cdc7c00cec12d3c9", "name": "Commented-code block (8 lines) in vllm/v1/attention/backends/rocm_aiter_unified_attn.py:197", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/v1/attention/backends/rocm_aiter_unified_attn.py:197"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-44d5020474b23248", "name": "Commented-code block (5 lines) in vllm/v1/attention/backends/turboquant_attn.py:64", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/backends/turboquant_attn.py:64"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cfa797a5c30cb4be", "name": "Commented-code block (7 lines) in vllm/v1/attention/backends/flash_attn.py:238", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/attention/backends/flash_attn.py:238"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2a52e408c21b5946", "name": "Commented-code block (12 lines) in vllm/v1/attention/backends/utils.py:204", "shortDescription": {"text": "Commented-code block (12 lines) in vllm/v1/attention/backends/utils.py:204"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-dccf2ecd006a6f20", "name": "Commented-code block (6 lines) in vllm/v1/attention/backends/mamba_attn.py:388", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/attention/backends/mamba_attn.py:388"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-897cecf41808d97e", "name": "Legacy-named symbol `deepseek_v2` in vllm/v1/attention/backends/mla/rocm_aiter_mla_sparse.py:37", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/v1/attention/backends/mla/rocm_aiter_mla_sparse.py:37"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-19750147b821229a", "name": "Legacy-named symbol `deepseek_v2` in vllm/v1/attention/backends/mla/flashmla_sparse.py:49", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/v1/attention/backends/mla/flashmla_sparse.py:49"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9a487c0ce33d1959", "name": "Commented-code block (10 lines) in vllm/v1/attention/backends/mla/flashmla_sparse.py:53", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/v1/attention/backends/mla/flashmla_sparse.py:53"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e465ab61ad32afdf", "name": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/flashattn_mla.py:137", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/flashattn_mla.py:137"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-62e512d4107aeec0", "name": "Legacy-named symbol `deepseek_v2` in vllm/v1/attention/backends/mla/xpu_mla_sparse.py:33", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/v1/attention/backends/mla/xpu_mla_sparse.py:33"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3c339f99b0c18070", "name": "Commented-code block (8 lines) in vllm/v1/attention/backends/mla/indexer.py:221", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/v1/attention/backends/mla/indexer.py:221"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e16fee169ffe249d", "name": "Legacy-named symbol `mla_reduce_v1` in vllm/v1/attention/backends/mla/rocm_aiter_mla.py:36", "shortDescription": {"text": "Legacy-named symbol `mla_reduce_v1` in vllm/v1/attention/backends/mla/rocm_aiter_mla.py:36"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-873595182c772b16", "name": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/rocm_aiter_mla.py:422", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/rocm_aiter_mla.py:422"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4a79941deb5efa3b", "name": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/tokenspeed_mla.py:30", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/tokenspeed_mla.py:30"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-34d3087aadd16e1a", "name": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/sparse_swa.py:71", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/sparse_swa.py:71"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8136dfc98be557bf", "name": "Legacy-named symbol `deepseek_v2` in vllm/v1/attention/backends/mla/flashinfer_mla_sparse.py:48", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/v1/attention/backends/mla/flashinfer_mla_sparse.py:48"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bfe51dd0fd961868", "name": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/prefill/flash_attn.py:72", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/attention/backends/mla/prefill/flash_attn.py:72"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-165741f5c33a36cf", "name": "Commented-code block (7 lines) in vllm/v1/attention/backends/mla/prefill/tokenspeed_mla.py:101", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/attention/backends/mla/prefill/tokenspeed_mla.py:101"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-00af38f96f7a847b", "name": "Commented-code block (7 lines) in vllm/v1/kv_offload/cpu/swap_blocks_triton.py:12", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/kv_offload/cpu/swap_blocks_triton.py:12"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-364c9e6d3f25c261", "name": "Commented-code block (14 lines) in vllm/v1/kv_offload/cpu/gpu_worker.py:263", "shortDescription": {"text": "Commented-code block (14 lines) in vllm/v1/kv_offload/cpu/gpu_worker.py:263"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1821b4373c24b53f", "name": "Commented-code block (5 lines) in vllm/v1/kv_offload/tiering/manager.py:512", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/kv_offload/tiering/manager.py:512"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d478ce77ba15418b", "name": "Commented-code block (5 lines) in vllm/v1/worker/encoder_cudagraph.py:78", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/worker/encoder_cudagraph.py:78"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-84bbaababb498a2c", "name": "Legacy-named symbol `needs_copy` in vllm/v1/worker/mamba_utils.py:86", "shortDescription": {"text": "Legacy-named symbol `needs_copy` in vllm/v1/worker/mamba_utils.py:86"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2862edfb5097268f", "name": "Commented-code block (6 lines) in vllm/v1/worker/mamba_utils.py:445", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/worker/mamba_utils.py:445"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b273b7c52d152001", "name": "Commented-code block (6 lines) in vllm/v1/worker/lora_model_runner_mixin.py:165", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/worker/lora_model_runner_mixin.py:165"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6b485b54000398f2", "name": "Commented-code block (6 lines) in vllm/v1/worker/gpu_ubatch_wrapper.py:439", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/worker/gpu_ubatch_wrapper.py:439"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8dc4beea40b7dada", "name": "Commented-code block (5 lines) in vllm/v1/worker/tpu_input_batch.py:375", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/worker/tpu_input_batch.py:375"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ba26906f14cab608", "name": "Commented-code block (5 lines) in vllm/v1/worker/workspace.py:142", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/worker/workspace.py:142"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8463675b515d96b3", "name": "Stub function `_init_device_properties` (body is just `pass`/`return`) \u2014 vllm/v1/worker/cpu_model_runner.py:140", "shortDescription": {"text": "Stub function `_init_device_properties` (body is just `pass`/`return`) \u2014 vllm/v1/worker/cpu_model_runner.py:140"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-11874a681a2fddf3", "name": "Commented-code block (8 lines) in vllm/v1/worker/utils.py:308", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/v1/worker/utils.py:308"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6ef2febe65c84aba", "name": "Legacy-named symbol `req_ids_output_copy` in vllm/v1/worker/gpu_model_runner.py:3628", "shortDescription": {"text": "Legacy-named symbol `req_ids_output_copy` in vllm/v1/worker/gpu_model_runner.py:3628"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-068bb2f1a1a02bfb", "name": "Commented-code block (9 lines) in vllm/v1/worker/gpu_model_runner.py:643", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/v1/worker/gpu_model_runner.py:643"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ca8a003e45567c68", "name": "Network/subprocess call without timeout or try/except \u2014 vllm/v1/worker/gpu_model_runner.py:4720", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/v1/worker/gpu_model_runner.py:4720"}, "fullDescription": {"text": "`requests.get(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-a73462224322eddd", "name": "Commented-code block (5 lines) in vllm/v1/worker/dp_utils.py:147", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/worker/dp_utils.py:147"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d5e8793bfa80fc05", "name": "Commented-code block (5 lines) in vllm/v1/worker/gpu_worker.py:570", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/worker/gpu_worker.py:570"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e126fdc3f6ddefde", "name": "Commented-code block (5 lines) in vllm/v1/worker/gpu/block_table.py:78", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/worker/gpu/block_table.py:78"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-311cfb1d23b59e7d", "name": "Commented-code block (9 lines) in vllm/v1/worker/gpu/states.py:39", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/v1/worker/gpu/states.py:39"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-87f2c62ba5ed4559", "name": "Commented-code block (7 lines) in vllm/v1/worker/gpu/attn_utils.py:237", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/worker/gpu/attn_utils.py:237"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4021b87514f5f239", "name": "Commented-code block (6 lines) in vllm/v1/worker/gpu/cudagraph_utils.py:366", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/worker/gpu/cudagraph_utils.py:366"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-badd92ce07a5b51b", "name": "Stub function `pre_forward` (body is just `pass`/`return`) \u2014 vllm/v1/worker/gpu/kv_connector.py:32", "shortDescription": {"text": "Stub function `pre_forward` (body is just `pass`/`return`) \u2014 vllm/v1/worker/gpu/kv_connector.py:32"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e3e1ff095f0c609a", "name": "Stub function `add_request` (body is just `pass`/`return`) \u2014 vllm/v1/worker/gpu/model_states/interface.py:53", "shortDescription": {"text": "Stub function `add_request` (body is just `pass`/`return`) \u2014 vllm/v1/worker/gpu/model_states/interface.py:53"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-808bad16150cfd9c", "name": "Commented-code block (5 lines) in vllm/v1/worker/gpu/model_states/whisper.py:97", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/worker/gpu/model_states/whisper.py:97"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7ae60f387da3f51b", "name": "Commented-code block (6 lines) in vllm/v1/worker/gpu/spec_decode/speculator.py:252", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/worker/gpu/spec_decode/speculator.py:252"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6697284191ecd139", "name": "Stub function `init_cudagraph_manager` (body is just `pass`/`return`) \u2014 vllm/v1/worker/gpu/spec_decode/speculator.py:29", "shortDescription": {"text": "Stub function `init_cudagraph_manager` (body is just `pass`/`return`) \u2014 vllm/v1/worker/gpu/spec_decode/speculator.py:29"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-daf5942698119c2f", "name": "Commented-code block (5 lines) in vllm/v1/worker/gpu/spec_decode/autoregressive/speculator.py:105", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/worker/gpu/spec_decode/autoregressive/speculator.py:105"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d95a52213f61590d", "name": "Stub function `noop` (body is just `pass`/`return`) \u2014 vllm/v1/worker/cpu/shm.py:14", "shortDescription": {"text": "Stub function `noop` (body is just `pass`/`return`) \u2014 vllm/v1/worker/cpu/shm.py:14"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8d821b284e9c257d", "name": "Commented-code block (7 lines) in vllm/v1/structured_output/__init__.py:359", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/structured_output/__init__.py:359"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-179e0312a064c35e", "name": "Commented-code block (6 lines) in vllm/v1/structured_output/backend_outlines.py:130", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/structured_output/backend_outlines.py:130"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-97f00e396c07e687", "name": "Stub function `destroy` (body is just `pass`/`return`) \u2014 vllm/v1/structured_output/backend_outlines.py:107", "shortDescription": {"text": "Stub function `destroy` (body is just `pass`/`return`) \u2014 vllm/v1/structured_output/backend_outlines.py:107"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7c13a22da5a9cc36", "name": "Stub function `destroy` (body is just `pass`/`return`) \u2014 vllm/v1/structured_output/backend_lm_format_enforcer.py:145", "shortDescription": {"text": "Stub function `destroy` (body is just `pass`/`return`) \u2014 vllm/v1/structured_output/backend_lm_format_enforcer.py:145"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-556dac81f0ded674", "name": "Commented-code block (6 lines) in vllm/v1/structured_output/backend_guidance.py:168", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/structured_output/backend_guidance.py:168"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b69425eb672ee772", "name": "Stub function `destroy` (body is just `pass`/`return`) \u2014 vllm/v1/structured_output/backend_guidance.py:133", "shortDescription": {"text": "Stub function `destroy` (body is just `pass`/`return`) \u2014 vllm/v1/structured_output/backend_guidance.py:133"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4b323a16ba671d81", "name": "Commented-code block (7 lines) in vllm/v1/engine/input_processor.py:472", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/engine/input_processor.py:472"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c09d460de86ac716", "name": "Legacy-named symbol `do_copy` in vllm/v1/engine/coordinator.py:385", "shortDescription": {"text": "Legacy-named symbol `do_copy` in vllm/v1/engine/coordinator.py:385"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c518e3f0376e4641", "name": "Commented-code block (7 lines) in vllm/v1/engine/coordinator.py:287", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/engine/coordinator.py:287"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8634f22c5883021a", "name": "Commented-code block (5 lines) in vllm/v1/engine/core.py:1738", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/engine/core.py:1738"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cbcd3d70727ff7c5", "name": "Stub function `_init_data_parallel` (body is just `pass`/`return`) \u2014 vllm/v1/engine/core.py:1215", "shortDescription": {"text": "Stub function `_init_data_parallel` (body is just `pass`/`return`) \u2014 vllm/v1/engine/core.py:1215"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2524ca538c80ef75", "name": "Legacy-named symbol `get_env_vars_to_copy` in vllm/v1/engine/utils.py:24", "shortDescription": {"text": "Legacy-named symbol `get_env_vars_to_copy` in vllm/v1/engine/utils.py:24"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2b1f12fb368a8e25", "name": "Commented-code block (7 lines) in vllm/v1/engine/utils.py:198", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/engine/utils.py:198"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b5ce3da3d6db1119", "name": "Legacy-named symbol `num_blocks_old` in vllm/v1/core/kv_cache_utils.py:2060", "shortDescription": {"text": "Legacy-named symbol `num_blocks_old` in vllm/v1/core/kv_cache_utils.py:2060"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d32d758b1140a7bc", "name": "Commented-code block (12 lines) in vllm/v1/core/kv_cache_utils.py:1146", "shortDescription": {"text": "Commented-code block (12 lines) in vllm/v1/core/kv_cache_utils.py:1146"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-871b2eb76125797f", "name": "Commented-code block (9 lines) in vllm/v1/core/single_type_kv_cache_manager.py:134", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/v1/core/single_type_kv_cache_manager.py:134"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-0ccdcf70b5f66bd2", "name": "Commented-code block (5 lines) in vllm/v1/core/kv_cache_coordinator.py:594", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/core/kv_cache_coordinator.py:594"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2a28466ab4e8cc64", "name": "Stub function `find_longest_cache_hit` (body is just `pass`/`return`) \u2014 vllm/v1/core/kv_cache_coordinator.py:355", "shortDescription": {"text": "Stub function `find_longest_cache_hit` (body is just `pass`/`return`) \u2014 vllm/v1/core/kv_cache_coordinator.py:355"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f874106daaf08e2d", "name": "Commented-code block (6 lines) in vllm/v1/core/kv_cache_manager.py:221", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/core/kv_cache_manager.py:221"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-88f6a96174cd1f74", "name": "Stub function `get_kv_connector` (body is just `pass`/`return`) \u2014 vllm/v1/core/sched/interface.py:243", "shortDescription": {"text": "Stub function `get_kv_connector` (body is just `pass`/`return`) \u2014 vllm/v1/core/sched/interface.py:243"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e941874e09a5fcfe", "name": "Commented-code block (10 lines) in vllm/v1/core/sched/scheduler.py:385", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/v1/core/sched/scheduler.py:385"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a1b07e42c0be3ae8", "name": "Network/subprocess call without timeout or try/except \u2014 vllm/v1/core/sched/scheduler.py:1424", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/v1/core/sched/scheduler.py:1424"}, "fullDescription": {"text": "`requests.get(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c68665d181046f82", "name": "Legacy-named symbol `heap_copy` in vllm/v1/core/sched/request_queue.py:196", "shortDescription": {"text": "Legacy-named symbol `heap_copy` in vllm/v1/core/sched/request_queue.py:196"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-41d7a4b627b61e52", "name": "Commented-code block (5 lines) in vllm/v1/executor/ray_utils.py:481", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/executor/ray_utils.py:481"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-705e0d843f2b2e88", "name": "Commented-code block (9 lines) in vllm/v1/executor/multiproc_executor.py:496", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/v1/executor/multiproc_executor.py:496"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-36217a9229cec617", "name": "Stub function `_post_init_executor` (body is just `pass`/`return`) \u2014 vllm/v1/executor/multiproc_executor.py:262", "shortDescription": {"text": "Stub function `_post_init_executor` (body is just `pass`/`return`) \u2014 vllm/v1/executor/multiproc_executor.py:262"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bca5768a0f482a23", "name": "Legacy-named symbol `get_env_vars_to_copy` in vllm/v1/executor/ray_executor.py:16", "shortDescription": {"text": "Legacy-named symbol `get_env_vars_to_copy` in vllm/v1/executor/ray_executor.py:16"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ed0648adce0e0e35", "name": "Commented-code block (5 lines) in vllm/v1/executor/ray_executor.py:276", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/executor/ray_executor.py:276"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-13cf311e636a6842", "name": "Legacy-named symbol `ray_executor_v2` in vllm/v1/executor/abstract.py:62", "shortDescription": {"text": "Legacy-named symbol `ray_executor_v2` in vllm/v1/executor/abstract.py:62"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-200208e00713605c", "name": "Stub function `execute_model` (body is just `pass`/`return`) \u2014 vllm/v1/executor/abstract.py:210", "shortDescription": {"text": "Stub function `execute_model` (body is just `pass`/`return`) \u2014 vllm/v1/executor/abstract.py:210"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1bb66d6a2d0530e7", "name": "Commented-code block (5 lines) in vllm/v1/metrics/perf.py:966", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/metrics/perf.py:966"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-98ba40d9fea29389", "name": "Legacy-named symbol `labels_copy` in vllm/v1/metrics/reader.py:152", "shortDescription": {"text": "Legacy-named symbol `labels_copy` in vllm/v1/metrics/reader.py:152"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2fa46d91a5ff2163", "name": "Commented-code block (5 lines) in vllm/v1/metrics/reader.py:119", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/metrics/reader.py:119"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6b4a5f2fad8b995c", "name": "Commented-code block (6 lines) in vllm/v1/spec_decode/draft_model.py:37", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/v1/spec_decode/draft_model.py:37"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8756142a77d475d0", "name": "Legacy-named symbol `enable_auto_functionalized_v2` in vllm/v1/spec_decode/ngram_proposer_gpu.py:228", "shortDescription": {"text": "Legacy-named symbol `enable_auto_functionalized_v2` in vllm/v1/spec_decode/ngram_proposer_gpu.py:228"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-14f466aa48a5eba8", "name": "Commented-code block (5 lines) in vllm/v1/spec_decode/ngram_proposer_gpu.py:407", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/spec_decode/ngram_proposer_gpu.py:407"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a729451d51655fc9", "name": "Commented-code block (7 lines) in vllm/v1/spec_decode/utils.py:371", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/spec_decode/utils.py:371"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-88b1a24c43f0dde8", "name": "Commented-code block (7 lines) in vllm/v1/spec_decode/ngram_proposer.py:41", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/spec_decode/ngram_proposer.py:41"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-206539d11bbe387d", "name": "Commented-code block (5 lines) in vllm/v1/spec_decode/extract_hidden_states.py:162", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/spec_decode/extract_hidden_states.py:162"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2f3ca93191c873ce", "name": "Commented-code block (7 lines) in vllm/v1/spec_decode/llm_base_proposer.py:278", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/v1/spec_decode/llm_base_proposer.py:278"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-929634093e88011f", "name": "Commented-code block (5 lines) in vllm/v1/sample/sampler.py:340", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/sample/sampler.py:340"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d76428b22792e154", "name": "Commented-code block (5 lines) in vllm/v1/sample/rejection_sampler.py:639", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/sample/rejection_sampler.py:639"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6a5208f4056538ac", "name": "Commented-code block (5 lines) in vllm/v1/sample/ops/penalties.py:25", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/v1/sample/ops/penalties.py:25"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8f86c76f214171e2", "name": "Commented-code block (5 lines) in vllm/benchmarks/serve.py:476", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/benchmarks/serve.py:476"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b80c68eb16e0e442", "name": "Legacy-named symbol `bucket_config_copy` in vllm/benchmarks/datasets/datasets.py:1170", "shortDescription": {"text": "Legacy-named symbol `bucket_config_copy` in vllm/benchmarks/datasets/datasets.py:1170"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-fbcf53bcff7fd0ee", "name": "Commented-code block (5 lines) in vllm/benchmarks/datasets/datasets.py:2489", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/benchmarks/datasets/datasets.py:2489"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-aed95a516822e9e5", "name": "Network/subprocess call without timeout or try/except \u2014 vllm/benchmarks/datasets/create_txt_slices_dataset.py:50", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/benchmarks/datasets/create_txt_slices_dataset.py:50"}, "fullDescription": {"text": "`urllib.request.urlopen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-045e6646184bba80", "name": "Network/subprocess call without timeout or try/except \u2014 vllm/benchmarks/sweep/server.py:48", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/benchmarks/sweep/server.py:48"}, "fullDescription": {"text": "`subprocess.Popen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9dd84b7aa6ad77f4", "name": "Network/subprocess call without timeout or try/except \u2014 vllm/benchmarks/sweep/startup.py:170", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/benchmarks/sweep/startup.py:170"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-f436c8894a97e7d8", "name": "Commented-code block (5 lines) in vllm/lora/model_manager.py:402", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/lora/model_manager.py:402"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-66c7dbecf0c8d262", "name": "Commented-code block (5 lines) in vllm/lora/worker_manager.py:151", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/lora/worker_manager.py:151"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8c098c510a2a82cc", "name": "Commented-code block (7 lines) in vllm/lora/ops/triton_ops/fused_moe_lora_op.py:344", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/lora/ops/triton_ops/fused_moe_lora_op.py:344"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-dc4ffa4d8f29841b", "name": "Stub function `_fused_moe_lora_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/fused_moe_lora_op.py:1656", "shortDescription": {"text": "Stub function `_fused_moe_lora_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/fused_moe_lora_op.py:1656"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-57d4452de291c544", "name": "Stub function `_lora_shrink_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/lora_shrink_op.py:268", "shortDescription": {"text": "Stub function `_lora_shrink_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/lora_shrink_op.py:268"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-22610b5d72e8eedb", "name": "Commented-code block (9 lines) in vllm/lora/ops/triton_ops/lora_kernel_metadata.py:21", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/lora/ops/triton_ops/lora_kernel_metadata.py:21"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f49c2495c8536020", "name": "Stub function `_fused_moe_lora_fp8_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/fused_moe_lora_fp8_op", "shortDescription": {"text": "Stub function `_fused_moe_lora_fp8_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/fused_moe_lora_fp8_op.py:872"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-24dc1998068e82bd", "name": "Stub function `_lora_expand_fp8_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/lora_expand_fp8_op.py:37", "shortDescription": {"text": "Stub function `_lora_expand_fp8_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/lora_expand_fp8_op.py:370"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8ed585655f716195", "name": "Stub function `_lora_expand_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/lora_expand_op.py:287", "shortDescription": {"text": "Stub function `_lora_expand_fake` (body is just `pass`/`return`) \u2014 vllm/lora/ops/triton_ops/lora_expand_op.py:287"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7ae63448b6ec6e1e", "name": "Commented-code block (7 lines) in vllm/lora/layers/logits_processor.py:163", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/lora/layers/logits_processor.py:163"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-61f95dd11cd31ce8", "name": "Commented-code block (6 lines) in vllm/lora/punica_wrapper/punica_gpu.py:361", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/lora/punica_wrapper/punica_gpu.py:361"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3157d25d896fba64", "name": "Commented-code block (5 lines) in vllm/utils/cpu_resource_utils.py:158", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/utils/cpu_resource_utils.py:158"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b90c4ec0cdd9a56b", "name": "Network/subprocess call without timeout or try/except \u2014 vllm/utils/cpu_resource_utils.py:219", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/utils/cpu_resource_utils.py:219"}, "fullDescription": {"text": "`subprocess.check_output(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b28ee18df8f33d9b", "name": "Commented-code block (6 lines) in vllm/utils/argparse_utils.py:489", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/utils/argparse_utils.py:489"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a5e6875ac4712ca4", "name": "Commented-code block (7 lines) in vllm/utils/cpu_triton_utils.py:248", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/utils/cpu_triton_utils.py:248"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-45f42d0b8c82310f", "name": "Legacy-named symbol `has_deep_ep_v2` in vllm/utils/import_utils.py:448", "shortDescription": {"text": "Legacy-named symbol `has_deep_ep_v2` in vllm/utils/import_utils.py:448"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8b3f083b3ddc732f", "name": "Commented-code block (9 lines) in vllm/utils/torch_utils.py:701", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/utils/torch_utils.py:701"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7a2ec528d9b50520", "name": "Stub function `_flashinfer_concat_mla_k_fake` (body is just `pass`/`return`) \u2014 vllm/utils/flashinfer.py:506", "shortDescription": {"text": "Stub function `_flashinfer_concat_mla_k_fake` (body is just `pass`/`return`) \u2014 vllm/utils/flashinfer.py:506"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bdb0c5bfd7d6a5ad", "name": "Stub function `_on_remove` (body is just `pass`/`return`) \u2014 vllm/utils/cache.py:176", "shortDescription": {"text": "Stub function `_on_remove` (body is just `pass`/`return`) \u2014 vllm/utils/cache.py:176"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1e818f84ca9c056e", "name": "Commented-code block (9 lines) in vllm/utils/numa_utils.py:118", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/utils/numa_utils.py:118"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6a249494b596d0e1", "name": "Commented-code block (5 lines) in vllm/utils/mem_utils.py:137", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/utils/mem_utils.py:137"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8e67e34a1390d593", "name": "Commented-code block (5 lines) in vllm/triton_utils/jit_monitor.py:96", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/triton_utils/jit_monitor.py:96"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-dd480a7a9be502f6", "name": "Stub function `publish` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_events.py:271", "shortDescription": {"text": "Stub function `publish` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_events.py:271"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5b254349a774c654", "name": "Commented-code block (5 lines) in vllm/distributed/parallel_state.py:278", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/parallel_state.py:278"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-631819bd078717f7", "name": "Commented-code block (5 lines) in vllm/distributed/device_communicators/shm_broadcast.py:605", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/device_communicators/shm_broadcast.py:605"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b694fe00db9db579", "name": "Commented-code block (5 lines) in vllm/distributed/device_communicators/ray_communicator.py:75", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/device_communicators/ray_communicator.py:75"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9157aed4a6708eb4", "name": "Legacy-named symbol `all_reduce_symmetric_with_copy` in vllm/distributed/device_communicators/pynccl.py:54", "shortDescription": {"text": "Legacy-named symbol `all_reduce_symmetric_with_copy` in vllm/distributed/device_communicators/pynccl.py:54"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c970552e9fdf0d2b", "name": "Legacy-named symbol `deepep_v2` in vllm/distributed/device_communicators/cuda_communicator.py:149", "shortDescription": {"text": "Legacy-named symbol `deepep_v2` in vllm/distributed/device_communicators/cuda_communicator.py:149"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1cbe0e041a789c73", "name": "Commented-code block (5 lines) in vllm/distributed/device_communicators/cuda_communicator.py:111", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/device_communicators/cuda_communicator.py:111"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a6ab354e1154e7cd", "name": "Legacy-named symbol `has_deep_ep_v2` in vllm/distributed/device_communicators/all2all.py:19", "shortDescription": {"text": "Legacy-named symbol `has_deep_ep_v2` in vllm/distributed/device_communicators/all2all.py:19"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e34c413896202eb2", "name": "Commented-code block (9 lines) in vllm/distributed/device_communicators/all2all.py:675", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/distributed/device_communicators/all2all.py:675"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ccaef18b2b40651c", "name": "Stub function `destroy` (body is just `pass`/`return`) \u2014 vllm/distributed/device_communicators/all2all.py:140", "shortDescription": {"text": "Stub function `destroy` (body is just `pass`/`return`) \u2014 vllm/distributed/device_communicators/all2all.py:140"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a510b51e76796499", "name": "Commented-code block (12 lines) in vllm/distributed/device_communicators/all_reduce_utils.py:297", "shortDescription": {"text": "Commented-code block (12 lines) in vllm/distributed/device_communicators/all_reduce_utils.py:297"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-282dc24d86575461", "name": "Commented-code block (6 lines) in vllm/distributed/device_communicators/pynccl_wrapper.py:164", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/distributed/device_communicators/pynccl_wrapper.py:164"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7bd7982eaaec68fe", "name": "Stub function `set_num_sms` (body is just `pass`/`return`) \u2014 vllm/distributed/device_communicators/base_device_communica", "shortDescription": {"text": "Stub function `set_num_sms` (body is just `pass`/`return`) \u2014 vllm/distributed/device_communicators/base_device_communicator.py:105"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3be317e4ac070bcf", "name": "Legacy-named symbol `free_unused` in vllm/distributed/device_communicators/shm_object_storage.py:535", "shortDescription": {"text": "Legacy-named symbol `free_unused` in vllm/distributed/device_communicators/shm_object_storage.py:535"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-55f1b7637de14dcf", "name": "Legacy-named symbol `valid_old` in vllm/distributed/eplb/rebalance_execute.py:230", "shortDescription": {"text": "Legacy-named symbol `valid_old` in vllm/distributed/eplb/rebalance_execute.py:230"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1ed02a20326efe4b", "name": "Stub function `add_send` (body is just `pass`/`return`) \u2014 vllm/distributed/eplb/eplb_communicator.py:49", "shortDescription": {"text": "Stub function `add_send` (body is just `pass`/`return`) \u2014 vllm/distributed/eplb/eplb_communicator.py:49"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e6973a89bfc22af4", "name": "Commented-code block (5 lines) in vllm/distributed/weight_transfer/ipc_engine.py:373", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/weight_transfer/ipc_engine.py:373"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-45623dc0e7aaaaf2", "name": "Stub function `shutdown` (body is just `pass`/`return`) \u2014 vllm/distributed/weight_transfer/ipc_engine.py:265", "shortDescription": {"text": "Stub function `shutdown` (body is just `pass`/`return`) \u2014 vllm/distributed/weight_transfer/ipc_engine.py:265"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a36f67c911f312b0", "name": "Commented-code block (7 lines) in vllm/distributed/elastic_ep/elastic_state.py:386", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/distributed/elastic_ep/elastic_state.py:386"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cb91d01e646a7b78", "name": "Commented-code block (5 lines) in vllm/distributed/elastic_ep/elastic_execute.py:487", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/elastic_ep/elastic_execute.py:487"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7eac7613f2e39c5d", "name": "Commented-code block (8 lines) in vllm/distributed/kv_transfer/kv_connector/factory.py:67", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/distributed/kv_transfer/kv_connector/factory.py:67"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e4d43e68cb796845", "name": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/utils.py:503", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/utils.py:503"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-356fbf9a598c975f", "name": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/example_hidden_states_connector.py:558", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/example_hidden_states_connector.py:558"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-50361c0ec1d1ff24", "name": "Stub function `wait_for_layer_load` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/offloa", "shortDescription": {"text": "Stub function `wait_for_layer_load` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/offloading_connector.py:94"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-81177d1c01675bc2", "name": "Stub function `wait_for_save` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/example_conn", "shortDescription": {"text": "Stub function `wait_for_save` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/example_connector.py:248"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-60ac62c6c94eb2cb", "name": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/multi_connector.py:582", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/multi_connector.py:582"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5177b716b0a20360", "name": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/lmcache_mp_connector.py:101", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/lmcache_mp_connector.py:101"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a2eef49afaf4460c", "name": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/offloading/worker.py:124", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/offloading/worker.py:124"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5094f17ce14a04e2", "name": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/offloading/scheduler.py:74", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/offloading/scheduler.py:74"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-01ee0a312f035e36", "name": "Stub function `wait_for_layer_load` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/hf3fs/", "shortDescription": {"text": "Stub function `wait_for_layer_load` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/hf3fs/hf3fs_connector.py:664"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3458526b9a6400a9", "name": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/mooncake/mooncake_connector.py:691", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/mooncake/mooncake_connector.py:691"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f2c76f515b981674", "name": "Stub function `wait_for_save` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/mooncake/moo", "shortDescription": {"text": "Stub function `wait_for_save` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/mooncake/mooncake_connector.py:461"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e25c57bfd727bc50", "name": "Stub function `_handle_request` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/mooncake/s", "shortDescription": {"text": "Stub function `_handle_request` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/mooncake/store/worker.py:401"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e04e57d665fa868d", "name": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/mooncake/store/coordinator.py:157", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/mooncake/store/coordinator.py:157"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3f62c1d05a43ef79", "name": "Commented-code block (8 lines) in vllm/distributed/kv_transfer/kv_connector/v1/moriio/moriio_common.py:232", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/distributed/kv_transfer/kv_connector/v1/moriio/moriio_common.py:232"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-edcb2e951471c528", "name": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/moriio/moriio_connector.py:587", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/moriio/moriio_connector.py:587"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-aa8aca05ea092f54", "name": "Stub function `wait_for_layer_load` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/moriio", "shortDescription": {"text": "Stub function `wait_for_layer_load` (body is just `pass`/`return`) \u2014 vllm/distributed/kv_transfer/kv_connector/v1/moriio/moriio_connector.py:199"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2404c072b32f87a6", "name": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/moriio/moriio_engine.py:595", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/moriio/moriio_engine.py:595"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-710cc8b153cdd3d3", "name": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/pull_worker.py:77", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/pull_worker.py:77"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-64790771daa97d4e", "name": "Commented-code block (7 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/push_scheduler.py:189", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/push_scheduler.py:189"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7b96c4c24ca6a389", "name": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/base_worker.py:107", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/base_worker.py:107"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-46a8d6a5cb432fdc", "name": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/push_worker.py:83", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/push_worker.py:83"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7ba749e96e7eeb09", "name": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/tp_mapping.py:86", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/tp_mapping.py:86"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-0c634dfdd02d91f9", "name": "Commented-code block (8 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/pull_scheduler.py:211", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/distributed/kv_transfer/kv_connector/v1/nixl/pull_scheduler.py:211"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9ff0e5ad15eb5e14", "name": "Commented-code block (5 lines) in vllm/tool_parsers/mistral_tool_parser.py:175", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/tool_parsers/mistral_tool_parser.py:175"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-581300f6674ad253", "name": "Legacy-named symbol `poolside_v1` in vllm/tool_parsers/__init__.py:77", "shortDescription": {"text": "Legacy-named symbol `poolside_v1` in vllm/tool_parsers/__init__.py:77"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f447df94d8f8ec40", "name": "Stub function `extract_tool_calls_streaming` (body is just `pass`/`return`) \u2014 vllm/tool_parsers/phi4mini_tool_parser.py:", "shortDescription": {"text": "Stub function `extract_tool_calls_streaming` (body is just `pass`/`return`) \u2014 vllm/tool_parsers/phi4mini_tool_parser.py:116"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-80038313602c5829", "name": "Commented-code block (5 lines) in vllm/tool_parsers/step3p5_tool_parser.py:686", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/tool_parsers/step3p5_tool_parser.py:686"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5c600cb51dcf7f72", "name": "Commented-code block (6 lines) in vllm/tool_parsers/hy_v3_tool_parser.py:612", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/tool_parsers/hy_v3_tool_parser.py:612"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-45d413d7ff82fc22", "name": "Commented-code block (6 lines) in vllm/tool_parsers/llama4_pythonic_tool_parser.py:39", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/tool_parsers/llama4_pythonic_tool_parser.py:39"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-355d5bd2dce66415", "name": "Commented-code block (6 lines) in vllm/tool_parsers/deepseekv32_tool_parser.py:110", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/tool_parsers/deepseekv32_tool_parser.py:110"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e9dd898547f17ed3", "name": "Commented-code block (6 lines) in vllm/tool_parsers/lfm2_tool_parser.py:79", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/tool_parsers/lfm2_tool_parser.py:79"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6a5454bfe26d4499", "name": "Commented-code block (6 lines) in vllm/tool_parsers/olmo3_tool_parser.py:43", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/tool_parsers/olmo3_tool_parser.py:43"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3ebf2572f283d9b8", "name": "Commented-code block (9 lines) in vllm/tool_parsers/utils.py:445", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/tool_parsers/utils.py:445"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-dd7946435f983b28", "name": "Commented-code block (6 lines) in vllm/tool_parsers/glm4_moe_tool_parser.py:162", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/tool_parsers/glm4_moe_tool_parser.py:162"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b467b9e6e7634860", "name": "Commented-code block (9 lines) in vllm/tool_parsers/abstract_tool_parser.py:50", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/tool_parsers/abstract_tool_parser.py:50"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3a22580e89d30edc", "name": "Commented-code block (6 lines) in vllm/tool_parsers/pythonic_tool_parser.py:41", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/tool_parsers/pythonic_tool_parser.py:41"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cdf8fc26272b2074", "name": "Commented-code block (5 lines) in vllm/multimodal/evs.py:253", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/multimodal/evs.py:253"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8bc4a02dfceaf47a", "name": "Commented-code block (10 lines) in vllm/multimodal/media/audio.py:32", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/multimodal/media/audio.py:32"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bc307b0a94ba814c", "name": "Commented-code block (6 lines) in vllm/multimodal/media/video.py:52", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/multimodal/media/video.py:52"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2aac42a09d1a512c", "name": "Commented-code block (6 lines) in vllm/multimodal/media/image.py:30", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/multimodal/media/image.py:30"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6a88743a1c80473d", "name": "Commented-code block (7 lines) in vllm/compilation/backends.py:312", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/compilation/backends.py:312"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6b816a9d7d22eed1", "name": "Commented-code block (6 lines) in vllm/compilation/breakable_cudagraph.py:273", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/compilation/breakable_cudagraph.py:273"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-abe1e314844b3dc7", "name": "Commented-code block (6 lines) in vllm/compilation/cuda_graph.py:287", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/compilation/cuda_graph.py:287"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-0b57ccb3faab769c", "name": "Commented-code block (5 lines) in vllm/compilation/codegen.py:198", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/compilation/codegen.py:198"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ba4bf9e1d38c496f", "name": "Commented-code block (5 lines) in vllm/compilation/compiler_interface.py:330", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/compilation/compiler_interface.py:330"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b29124099b92fb0a", "name": "Commented-code block (5 lines) in vllm/compilation/wrapper.py:317", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/compilation/wrapper.py:317"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-332de10a7e589835", "name": "Commented-code block (5 lines) in vllm/compilation/caching.py:349", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/compilation/caching.py:349"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bb7e297da439978d", "name": "Commented-code block (5 lines) in vllm/compilation/passes/fusion/collective_fusion.py:959", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/compilation/passes/fusion/collective_fusion.py:959"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-de573d4f57bfbc4f", "name": "Commented-code block (8 lines) in vllm/compilation/passes/fusion/rocm_aiter_fusion.py:584", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/compilation/passes/fusion/rocm_aiter_fusion.py:584"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-74346187c2f42cf4", "name": "Commented-code block (12 lines) in vllm/compilation/passes/fusion/sequence_parallelism.py:219", "shortDescription": {"text": "Commented-code block (12 lines) in vllm/compilation/passes/fusion/sequence_parallelism.py:219"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bc642d9e7788940d", "name": "Stub function `forward_custom` (body is just `pass`/`return`) \u2014 vllm/compilation/passes/fusion/matcher_utils.py:62", "shortDescription": {"text": "Stub function `forward_custom` (body is just `pass`/`return`) \u2014 vllm/compilation/passes/fusion/matcher_utils.py:62"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2000b7351dceee7d", "name": "Commented-code block (6 lines) in vllm/compilation/passes/fusion/allreduce_rms_fusion.py:1479", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/compilation/passes/fusion/allreduce_rms_fusion.py:1479"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-218c42186cd6ad75", "name": "Stub function `call_trtllm_fused_allreduce_norm_fake` (body is just `pass`/`return`) \u2014 vllm/compilation/passes/fusion/al", "shortDescription": {"text": "Stub function `call_trtllm_fused_allreduce_norm_fake` (body is just `pass`/`return`) \u2014 vllm/compilation/passes/fusion/allreduce_rms_fusion.py:237"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-338d43d4085be233", "name": "Commented-code block (5 lines) in vllm/compilation/passes/ir/clone_elimination.py:111", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/compilation/passes/ir/clone_elimination.py:111"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-386e6856a1687467", "name": "Legacy-named symbol `auto_functionalization_v2` in vllm/compilation/passes/utility/fix_functionalization.py:93", "shortDescription": {"text": "Legacy-named symbol `auto_functionalization_v2` in vllm/compilation/passes/utility/fix_functionalization.py:93"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2dfb62edca454aaa", "name": "Commented-code block (5 lines) in vllm/compilation/passes/utility/fix_functionalization.py:90", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/compilation/passes/utility/fix_functionalization.py:90"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7a43fdb0ee92050e", "name": "Stub function `dummy_shutdown` (body is just `pass`/`return`) \u2014 vllm/entrypoints/launcher.py:103", "shortDescription": {"text": "Stub function `dummy_shutdown` (body is just `pass`/`return`) \u2014 vllm/entrypoints/launcher.py:103"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ba049c4d0bacb267", "name": "Commented-code block (6 lines) in vllm/entrypoints/chat_utils.py:1786", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/entrypoints/chat_utils.py:1786"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-361e5835e3e74506", "name": "Commented-code block (5 lines) in vllm/entrypoints/offline_utils.py:412", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/entrypoints/offline_utils.py:412"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-491f436bceefac42", "name": "Commented-code block (6 lines) in vllm/entrypoints/generate/generative_scoring/serving.py:244", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/entrypoints/generate/generative_scoring/serving.py:244"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8790016db6f86b5b", "name": "Stub function `append_output` (body is just `pass`/`return`) \u2014 vllm/entrypoints/openai/responses/context.py:111", "shortDescription": {"text": "Stub function `append_output` (body is just `pass`/`return`) \u2014 vllm/entrypoints/openai/responses/context.py:111"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-76fae92ff5ba0566", "name": "Commented-code block (5 lines) in vllm/entrypoints/openai/responses/serving.py:206", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/entrypoints/openai/responses/serving.py:206"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8b83b7ae736074dd", "name": "Commented-code block (9 lines) in vllm/entrypoints/openai/chat_completion/protocol.py:98", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/entrypoints/openai/chat_completion/protocol.py:98"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-0a8501bbf612adcf", "name": "Commented-code block (9 lines) in vllm/entrypoints/openai/completion/protocol.py:507", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/entrypoints/openai/completion/protocol.py:507"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-294552b0477ec192", "name": "Stub function `get_result` (body is just `pass`/`return`) \u2014 vllm/entrypoints/mcp/tool.py:51", "shortDescription": {"text": "Stub function `get_result` (body is just `pass`/`return`) \u2014 vllm/entrypoints/mcp/tool.py:51"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3cab3dc39d13a280", "name": "Commented-code block (6 lines) in vllm/entrypoints/cli/serve.py:99", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/entrypoints/cli/serve.py:99"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a703a1d865775b2b", "name": "Commented-code block (5 lines) in vllm/entrypoints/cli/benchmark/main.py:53", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/entrypoints/cli/benchmark/main.py:53"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-05df0e86d037fb91", "name": "Stub function `validate` (body is just `pass`/`return`) \u2014 vllm/entrypoints/cli/benchmark/main.py:39", "shortDescription": {"text": "Stub function `validate` (body is just `pass`/`return`) \u2014 vllm/entrypoints/cli/benchmark/main.py:39"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b7f51e7ed4868470", "name": "Commented-code block (18 lines) in vllm/entrypoints/serve/instrumentator/basic.py:33", "shortDescription": {"text": "Commented-code block (18 lines) in vllm/entrypoints/serve/instrumentator/basic.py:33"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e32393198675396b", "name": "Commented-code block (5 lines) in vllm/entrypoints/serve/utils/api_utils.py:160", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/entrypoints/serve/utils/api_utils.py:160"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e51afbcae994c830", "name": "Commented-code block (7 lines) in vllm/entrypoints/serve/disagg/protocol.py:121", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/entrypoints/serve/disagg/protocol.py:121"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3c7587e9b36f8120", "name": "Legacy-named symbol `model_copy` in vllm/entrypoints/serve/render/serving.py:92", "shortDescription": {"text": "Legacy-named symbol `model_copy` in vllm/entrypoints/serve/render/serving.py:92"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ee33657a86d61b8b", "name": "Stub function `post_process_online` (body is just `pass`/`return`) \u2014 vllm/entrypoints/pooling/base/io_processor.py:92", "shortDescription": {"text": "Stub function `post_process_online` (body is just `pass`/`return`) \u2014 vllm/entrypoints/pooling/base/io_processor.py:92"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-314a1c0dce22ad8b", "name": "Legacy-named symbol `create_score_v1` in vllm/entrypoints/pooling/scoring/api_router.py:59", "shortDescription": {"text": "Legacy-named symbol `create_score_v1` in vllm/entrypoints/pooling/scoring/api_router.py:59"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7b42050a7c7bd7d0", "name": "Commented-code block (5 lines) in vllm/entrypoints/speech_to_text/base/serving.py:163", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/entrypoints/speech_to_text/base/serving.py:163"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-963b584d40b18e07", "name": "Commented-code block (5 lines) in vllm/entrypoints/anthropic/serving.py:682", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/entrypoints/anthropic/serving.py:682"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7cba25d2eb8284de", "name": "Legacy-named symbol `simple_tma_copy` in vllm/cute_utils/__init__.py:20", "shortDescription": {"text": "Legacy-named symbol `simple_tma_copy` in vllm/cute_utils/__init__.py:20"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-65b93ebab75bd293", "name": "Commented-code block (5 lines) in vllm/renderers/hf.py:731", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/renderers/hf.py:731"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ae0e3adc70773297", "name": "Commented-code block (5 lines) in vllm/renderers/embed_utils.py:62", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/renderers/embed_utils.py:62"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-52935e93b5eab7bd", "name": "Commented-code block (5 lines) in vllm/engine/arg_utils.py:1730", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/engine/arg_utils.py:1730"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-43addad1903b0df7", "name": "Commented-code block (5 lines) in vllm/device_allocator/cumem.py:153", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/device_allocator/cumem.py:153"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7a318dfc5cc29fa0", "name": "Commented-code block (5 lines) in vllm/parser/abstract_parser.py:874", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/parser/abstract_parser.py:874"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e1b9c85658ab34f0", "name": "Commented-code block (5 lines) in vllm/parser/mistral.py:33", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/parser/mistral.py:33"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d7d339cecc0b0f48", "name": "Commented-code block (6 lines) in vllm/parser/engine/token_id_scanner.py:142", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/parser/engine/token_id_scanner.py:142"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b586feb76f4b22c4", "name": "Legacy-named symbol `nvmlC2cModeInfo_v1` in vllm/third_party/pynvml.py:1175", "shortDescription": {"text": "Legacy-named symbol `nvmlC2cModeInfo_v1` in vllm/third_party/pynvml.py:1175"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-49a0f925863e32dd", "name": "Commented-code block (11 lines) in vllm/third_party/pynvml.py:21", "shortDescription": {"text": "Commented-code block (11 lines) in vllm/third_party/pynvml.py:21"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-402c890e9366ef62", "name": "Commented-code block (7 lines) in vllm/reasoning/cohere_command_reasoning_parser.py:129", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/reasoning/cohere_command_reasoning_parser.py:129"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1876a2e0eabd40b7", "name": "Legacy-named symbol `poolside_v1` in vllm/reasoning/__init__.py:35", "shortDescription": {"text": "Legacy-named symbol `poolside_v1` in vllm/reasoning/__init__.py:35"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5f9ed6f3f745d05c", "name": "Commented-code block (5 lines) in vllm/reasoning/olmo3_reasoning_parser.py:174", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/reasoning/olmo3_reasoning_parser.py:174"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3c278b7be2ee86d2", "name": "Stub function `reasoning_start_str` (body is just `pass`/`return`) \u2014 vllm/reasoning/identity_reasoning_parser.py:37", "shortDescription": {"text": "Stub function `reasoning_start_str` (body is just `pass`/`return`) \u2014 vllm/reasoning/identity_reasoning_parser.py:37"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-48c7a9a48bece181", "name": "Legacy-named symbol `get_env_vars_to_copy` in vllm/ray/ray_env.py:55", "shortDescription": {"text": "Legacy-named symbol `get_env_vars_to_copy` in vllm/ray/ray_env.py:55"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-45fdedd8ddc51789", "name": "Legacy-named symbol `prefer_copy` in vllm/model_executor/utils.py:51", "shortDescription": {"text": "Legacy-named symbol `prefer_copy` in vllm/model_executor/utils.py:51"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3db56a34ba0cfcf0", "name": "Commented-code block (9 lines) in vllm/model_executor/utils.py:31", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/model_executor/utils.py:31"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ee050216bbfb274b", "name": "Commented-code block (5 lines) in vllm/model_executor/custom_op.py:16", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/custom_op.py:16"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7e0ce207677d8c6c", "name": "Commented-code block (8 lines) in vllm/model_executor/parameter.py:51", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/parameter.py:51"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8ddde24b465fde2e", "name": "Commented-code block (5 lines) in vllm/model_executor/model_loader/weight_utils.py:1311", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/model_loader/weight_utils.py:1311"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fcbb4992d161cd82", "name": "Commented-code block (5 lines) in vllm/model_executor/model_loader/utils.py:106", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/model_loader/utils.py:106"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c1c4e02e1665b904", "name": "Commented-code block (9 lines) in vllm/model_executor/model_loader/reload/meta.py:189", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/model_executor/model_loader/reload/meta.py:189"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c9a3fb5df777194e", "name": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_1v.py:1098", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_1v.py:1098"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2d33d477442cdb24", "name": "Commented-code block (6 lines) in vllm/model_executor/models/minimax_m2.py:447", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/minimax_m2.py:447"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5bb9349e8e425fc1", "name": "Commented-code block (5 lines) in vllm/model_executor/models/colqwen3.py:58", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/colqwen3.py:58"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e930ba944a1fd08b", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/longcat_flash.py:67", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/longcat_flash.py:67"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7b5ec3aab3b980e2", "name": "Commented-code block (6 lines) in vllm/model_executor/models/longcat_flash.py:1", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/longcat_flash.py:1"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a7b7727ce6ed82fb", "name": "Commented-code block (6 lines) in vllm/model_executor/models/mimo_mtp.py:214", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/mimo_mtp.py:214"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-558941e0ebc1cf9e", "name": "Commented-code block (10 lines) in vllm/model_executor/models/gemma3n_mm.py:625", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/model_executor/models/gemma3n_mm.py:625"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-02692d4a92b0f62f", "name": "Commented-code block (6 lines) in vllm/model_executor/models/olmoe.py:368", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/olmoe.py:368"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a3c0fe7db6ee08aa", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/AXK1.py:68", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/AXK1.py:68"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-034e4147e53a64b4", "name": "Commented-code block (6 lines) in vllm/model_executor/models/AXK1.py:844", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/AXK1.py:844"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-660cd6b679be6341", "name": "Commented-code block (6 lines) in vllm/model_executor/models/cohere_asr.py:641", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/cohere_asr.py:641"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-786a1442482c9379", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/deepseek_mtp.py:31", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/deepseek_mtp.py:31"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-22387ff441c36fff", "name": "Commented-code block (6 lines) in vllm/model_executor/models/deepseek_mtp.py:321", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/deepseek_mtp.py:321"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a197f83b2f72e203", "name": "Commented-code block (5 lines) in vllm/model_executor/models/persimmon.py:303", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/persimmon.py:303"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-827ab86d1a78fe27", "name": "Commented-code block (7 lines) in vllm/model_executor/models/voxtral_realtime.py:344", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/models/voxtral_realtime.py:344"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3ee8e3d803b36894", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/longcat_flash_mtp.py:26", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/longcat_flash_mtp.py:26"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-57f09abc557fd503", "name": "Commented-code block (6 lines) in vllm/model_executor/models/longcat_flash_mtp.py:225", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/longcat_flash_mtp.py:225"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3e29e479b78247be", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/mistral_large_3.py:8", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/mistral_large_3.py:8"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b324f67892c6904a", "name": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_moe_lite_mtp.py:295", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_moe_lite_mtp.py:295"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b3f82c1154dbf106", "name": "Commented-code block (6 lines) in vllm/model_executor/models/ouro.py:4", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/ouro.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a523e08403495c3b", "name": "Commented-code block (6 lines) in vllm/model_executor/models/phi4mm_utils.py:1", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/phi4mm_utils.py:1"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e1c91848aefab198", "name": "Commented-code block (8 lines) in vllm/model_executor/models/minicpmo.py:455", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/models/minicpmo.py:455"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e02151b21da182be", "name": "Commented-code block (6 lines) in vllm/model_executor/models/step3p5_mtp.py:207", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/step3p5_mtp.py:207"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a131b40dd9e7f24a", "name": "Commented-code block (5 lines) in vllm/model_executor/models/gpt2.py:4", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/gpt2.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a66fcea7d8583b93", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/mistral_large_3_eagle.py:18", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/mistral_large_3_eagle.py:18"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e297e90d8a39f4d1", "name": "Commented-code block (5 lines) in vllm/model_executor/models/phi.py:4", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/phi.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4cb99b0d0a01c30d", "name": "Commented-code block (6 lines) in vllm/model_executor/models/phi4siglip.py:56", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/phi4siglip.py:56"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-880e86155691116a", "name": "Commented-code block (6 lines) in vllm/model_executor/models/gemma3n.py:928", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/gemma3n.py:928"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8bb9ffec493ac6ee", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/registry.py:97", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/registry.py:97"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7b0abf79891d9850", "name": "Commented-code block (8 lines) in vllm/model_executor/models/registry.py:1089", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/models/registry.py:1089"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bae683a033e40754", "name": "Network/subprocess call without timeout or try/except \u2014 vllm/model_executor/models/registry.py:711", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/model_executor/models/registry.py:711"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-1bf9c61358f59ef8", "name": "Commented-code block (6 lines) in vllm/model_executor/models/openpangu_mtp.py:174", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/openpangu_mtp.py:174"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-17f92d3b955ee465", "name": "Commented-code block (6 lines) in vllm/model_executor/models/deepseek_v2.py:1420", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/deepseek_v2.py:1420"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-07e10fbb023f9f61", "name": "Commented-code block (5 lines) in vllm/model_executor/models/exaone.py:4", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/exaone.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-78f336be2182cb32", "name": "Commented-code block (7 lines) in vllm/model_executor/models/hyperclovax.py:265", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/models/hyperclovax.py:265"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-81bdc38c06f64986", "name": "Commented-code block (6 lines) in vllm/model_executor/models/idefics2_vision_model.py:429", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/idefics2_vision_model.py:429"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b44222d8945dd14e", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/config.py:32", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/config.py:32"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-917b632ec42ce62e", "name": "Commented-code block (6 lines) in vllm/model_executor/models/config.py:149", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/config.py:149"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d6e4bbcd61057a3d", "name": "Stub function `verify_and_update_config` (body is just `pass`/`return`) \u2014 vllm/model_executor/models/config.py:19", "shortDescription": {"text": "Stub function `verify_and_update_config` (body is just `pass`/`return`) \u2014 vllm/model_executor/models/config.py:19"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-693f58d5c2d475c8", "name": "Commented-code block (5 lines) in vllm/model_executor/models/colpali.py:69", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/colpali.py:69"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-325ede6c174e73e6", "name": "Legacy-named symbol `mimo_v2` in vllm/model_executor/models/mimo_v2_omni.py:59", "shortDescription": {"text": "Legacy-named symbol `mimo_v2` in vllm/model_executor/models/mimo_v2_omni.py:59"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-66efffce4d4ec405", "name": "Commented-code block (7 lines) in vllm/model_executor/models/mimo_v2_omni.py:410", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/models/mimo_v2_omni.py:410"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7e7ef97669da73ff", "name": "Commented-code block (6 lines) in vllm/model_executor/models/phi4mm_audio.py:1", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/phi4mm_audio.py:1"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-83ec270d3d3c6b5f", "name": "Commented-code block (5 lines) in vllm/model_executor/models/openpangu.py:1", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/openpangu.py:1"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-227ef56fc2da97c3", "name": "Commented-code block (8 lines) in vllm/model_executor/models/plamo2.py:822", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/models/plamo2.py:822"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2f9b3356df6ed025", "name": "Stub function `plamo2_mamba_mixer_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/models/plamo2.py:496", "shortDescription": {"text": "Stub function `plamo2_mamba_mixer_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/models/plamo2.py:496"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8a4f10b41a10aea3", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/deepseek_eagle.py:24", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/deepseek_eagle.py:24"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7809faa0524d523b", "name": "Commented-code block (6 lines) in vllm/model_executor/models/deepseek_eagle.py:128", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/deepseek_eagle.py:128"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-949370e8591b340a", "name": "Commented-code block (6 lines) in vllm/model_executor/models/cheers.py:603", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/cheers.py:603"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5c2a19e2b1a4c61e", "name": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_moe_mtp.py:278", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_moe_mtp.py:278"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-749ca7303b974021", "name": "Commented-code block (6 lines) in vllm/model_executor/models/arcee.py:1", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/arcee.py:1"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-72278abaad3214fd", "name": "Commented-code block (6 lines) in vllm/model_executor/models/diffusion_gemma.py:184", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/diffusion_gemma.py:184"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3d672584537b92f3", "name": "Stub function `apply_staged_writes` (body is just `pass`/`return`) \u2014 vllm/model_executor/models/diffusion_gemma.py:857", "shortDescription": {"text": "Stub function `apply_staged_writes` (body is just `pass`/`return`) \u2014 vllm/model_executor/models/diffusion_gemma.py:857"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8f15a51b3c685109", "name": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_moe.py:501", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_moe.py:501"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c8bb8d50e5b8d8a6", "name": "Commented-code block (5 lines) in vllm/model_executor/models/cohere_eagle.py:65", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/cohere_eagle.py:65"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-361b26e018732933", "name": "Commented-code block (6 lines) in vllm/model_executor/models/qwen3_moe.py:563", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/qwen3_moe.py:563"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-253a992cdcb8992b", "name": "Commented-code block (6 lines) in vllm/model_executor/models/siglip2navit.py:526", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/siglip2navit.py:526"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1bfa4450429bdf3b", "name": "Commented-code block (6 lines) in vllm/model_executor/models/gpt_bigcode.py:4", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/gpt_bigcode.py:4"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2952ac2ef81f9e42", "name": "Commented-code block (7 lines) in vllm/model_executor/models/nano_nemotron_vl.py:1067", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/models/nano_nemotron_vl.py:1067"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c15743ebccd53af0", "name": "Commented-code block (6 lines) in vllm/model_executor/models/zamba2.py:563", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/zamba2.py:563"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b857c60e6d1528ec", "name": "Commented-code block (5 lines) in vllm/model_executor/models/llama4.py:296", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/llama4.py:296"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2c542ba330ba8179", "name": "Commented-code block (7 lines) in vllm/model_executor/models/moonvit.py:27", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/models/moonvit.py:27"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d443794156637919", "name": "Commented-code block (7 lines) in vllm/model_executor/models/kimi_vl.py:26", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/models/kimi_vl.py:26"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-40d6d7c7f5cb8c22", "name": "Commented-code block (8 lines) in vllm/model_executor/models/laguna.py:78", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/models/laguna.py:78"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8fecbe7d32cf8fb9", "name": "Commented-code block (6 lines) in vllm/model_executor/models/ernie_mtp.py:212", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/ernie_mtp.py:212"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d9e39250238df6c8", "name": "Commented-code block (5 lines) in vllm/model_executor/models/roberta.py:82", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/roberta.py:82"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d0c19cbf2f157d05", "name": "Commented-code block (5 lines) in vllm/model_executor/models/nemotron.py:67", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/nemotron.py:67"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1dffa9da5eb9a4bf", "name": "Commented-code block (6 lines) in vllm/model_executor/models/hy_v3_mtp.py:311", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/hy_v3_mtp.py:311"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e850fd68e300c92d", "name": "Commented-code block (8 lines) in vllm/model_executor/models/minicpmv4_6.py:117", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/models/minicpmv4_6.py:117"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e3c483d22110e7d2", "name": "Commented-code block (6 lines) in vllm/model_executor/models/gemma4.py:326", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/gemma4.py:326"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-822e222417dfaf33", "name": "Commented-code block (5 lines) in vllm/model_executor/models/granite_speech.py:680", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/granite_speech.py:680"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e250db977786e3ff", "name": "Legacy-named symbol `mimo_v2` in vllm/model_executor/models/mimo_v2_mtp.py:48", "shortDescription": {"text": "Legacy-named symbol `mimo_v2` in vllm/model_executor/models/mimo_v2_mtp.py:48"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8477107dc027354b", "name": "Commented-code block (6 lines) in vllm/model_executor/models/mimo_v2_mtp.py:282", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/mimo_v2_mtp.py:282"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-95dac4d664a85a43", "name": "Commented-code block (6 lines) in vllm/model_executor/models/granitemoehybrid.py:503", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/granitemoehybrid.py:503"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-dbb32cb67a37def3", "name": "Commented-code block (12 lines) in vllm/model_executor/models/qwen2_vl.py:968", "shortDescription": {"text": "Commented-code block (12 lines) in vllm/model_executor/models/qwen2_vl.py:968"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9b10d9e0194c0443", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/deepseek_eagle3.py:27", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/deepseek_eagle3.py:27"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f271cce1ca7ff98b", "name": "Commented-code block (5 lines) in vllm/model_executor/models/granite4_vision.py:567", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/granite4_vision.py:567"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2f711d758f95e45c", "name": "Commented-code block (6 lines) in vllm/model_executor/models/qwen2_5_vl.py:838", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/qwen2_5_vl.py:838"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-872a8cce877a2ff1", "name": "Commented-code block (5 lines) in vllm/model_executor/models/gemma3_mm.py:663", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/gemma3_mm.py:663"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f0b1240ee40d70ec", "name": "Commented-code block (5 lines) in vllm/model_executor/models/param2moe.py:337", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/param2moe.py:337"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fe6d07db4674284c", "name": "Legacy-named symbol `modeling_deepseek_vl_v2` in vllm/model_executor/models/deepseek_vl2.py:4", "shortDescription": {"text": "Legacy-named symbol `modeling_deepseek_vl_v2` in vllm/model_executor/models/deepseek_vl2.py:4"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b550b75b442d2c17", "name": "Commented-code block (8 lines) in vllm/model_executor/models/parakeet.py:116", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/models/parakeet.py:116"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c03670040bb0882a", "name": "Commented-code block (6 lines) in vllm/model_executor/models/kimi_linear.py:495", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/kimi_linear.py:495"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2fb3e168a6b44252", "name": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/glm4_moe_lite.py:57", "shortDescription": {"text": "Legacy-named symbol `deepseek_v2` in vllm/model_executor/models/glm4_moe_lite.py:57"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4faffab2a32a95d2", "name": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_moe_lite.py:370", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/glm4_moe_lite.py:370"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d96ebefba59ff4a8", "name": "Commented-code block (6 lines) in vllm/model_executor/models/afmoe.py:513", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/afmoe.py:513"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-03f9c36b1c1bdcb6", "name": "Commented-code block (6 lines) in vllm/model_executor/models/gpt_oss.py:882", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/gpt_oss.py:882"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-23834aeca847d92a", "name": "Commented-code block (6 lines) in vllm/model_executor/models/qwen2_moe.py:450", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/qwen2_moe.py:450"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-01acba83f2d243f3", "name": "Commented-code block (10 lines) in vllm/model_executor/models/ernie45_vl_moe.py:486", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/model_executor/models/ernie45_vl_moe.py:486"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f833268c46b6601c", "name": "Commented-code block (7 lines) in vllm/model_executor/models/qwen3_omni_moe_thinker.py:898", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/models/qwen3_omni_moe_thinker.py:898"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-319bc562550b91db", "name": "Commented-code block (6 lines) in vllm/model_executor/models/qwen3_vl_moe.py:218", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/models/qwen3_vl_moe.py:218"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-415f326cc592f91f", "name": "Legacy-named symbol `get_replacement_v2` in vllm/model_executor/models/hyperclovax_vision_v2.py:324", "shortDescription": {"text": "Legacy-named symbol `get_replacement_v2` in vllm/model_executor/models/hyperclovax_vision_v2.py:324"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-13388cc93123b39d", "name": "Commented-code block (5 lines) in vllm/model_executor/models/qwen2_5_omni_thinker.py:151", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/qwen2_5_omni_thinker.py:151"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e999aa1adf6d5051", "name": "Commented-code block (5 lines) in vllm/model_executor/models/moondream3.py:660", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/moondream3.py:660"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8b68260713d8e224", "name": "Commented-code block (5 lines) in vllm/model_executor/models/qwen3_vl.py:1775", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/qwen3_vl.py:1775"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8ccf6bf9713ca294", "name": "Commented-code block (7 lines) in vllm/model_executor/models/gemma4_mm.py:306", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/models/gemma4_mm.py:306"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e9df75e97d5e1805", "name": "Commented-code block (5 lines) in vllm/model_executor/models/transformers/multimodal.py:196", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/transformers/multimodal.py:196"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e88b660c833f6768", "name": "Commented-code block (5 lines) in vllm/model_executor/models/transformers/moe.py:168", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/models/transformers/moe.py:168"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-697c3df7a27bf912", "name": "Commented-code block (7 lines) in vllm/model_executor/layers/layernorm.py:68", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/layers/layernorm.py:68"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4a08e3d56e17cd6e", "name": "Legacy-named symbol `weight_loader_v2` in vllm/model_executor/layers/linear.py:65", "shortDescription": {"text": "Legacy-named symbol `weight_loader_v2` in vllm/model_executor/layers/linear.py:65"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f8f3d3bf75eb2220", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/linear.py:862", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/linear.py:862"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b42005e057771853", "name": "Commented-code block (16 lines) in vllm/model_executor/layers/mhc.py:74", "shortDescription": {"text": "Commented-code block (16 lines) in vllm/model_executor/layers/mhc.py:74"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1ad8e5bfb81618e0", "name": "Commented-code block (9 lines) in vllm/model_executor/layers/sparse_attn_indexer.py:264", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/model_executor/layers/sparse_attn_indexer.py:264"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-561394a599a8ecf9", "name": "Legacy-named symbol `kv_cache_old` in vllm/model_executor/layers/lightning_attn.py:665", "shortDescription": {"text": "Legacy-named symbol `kv_cache_old` in vllm/model_executor/layers/lightning_attn.py:665"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-77e6e8ea9c40b2e1", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/logits_processor.py:78", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/logits_processor.py:78"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-85fc1f9bab73904a", "name": "Stub function `maybe_populate_sink_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/attention/static_si", "shortDescription": {"text": "Stub function `maybe_populate_sink_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/attention/static_sink_attention.py:244"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ff6781c7741f26a0", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/attention/mla_attention.py:624", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/attention/mla_attention.py:624"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f7e231768176b08a", "name": "Stub function `unified_mla_attention_with_output_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/atten", "shortDescription": {"text": "Stub function `unified_mla_attention_with_output_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/attention/mla_attention.py:1078"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2929f2a48df833b2", "name": "Commented-code block (12 lines) in vllm/model_executor/layers/attention/mm_encoder_attention.py:144", "shortDescription": {"text": "Commented-code block (12 lines) in vllm/model_executor/layers/attention/mm_encoder_attention.py:144"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b164f71a774f1080", "name": "Commented-code block (13 lines) in vllm/model_executor/layers/attention/attention.py:140", "shortDescription": {"text": "Commented-code block (13 lines) in vllm/model_executor/layers/attention/attention.py:140"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-77f067a41d300205", "name": "Stub function `maybe_calc_kv_scales_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/attention/attentio", "shortDescription": {"text": "Stub function `maybe_calc_kv_scales_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/attention/attention.py:632"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f14228e4b7691bb6", "name": "Stub function `_apply_bnb_4bit_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/bitsandbyt", "shortDescription": {"text": "Stub function `_apply_bnb_4bit_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/bitsandbytes.py:419"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6faa02168ac4d0ee", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/awq_triton.py:136", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/awq_triton.py:136"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c51fd3426e1aadb2", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/fp8.py:470", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/fp8.py:470"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8315a6e3965f2654", "name": "Stub function `_noop_loader` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/awq_marlin.py:125", "shortDescription": {"text": "Stub function `_noop_loader` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/awq_marlin.py:125"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-066dcd572323026c", "name": "Commented-code block (22 lines) in vllm/model_executor/layers/quantization/auto_gptq.py:122", "shortDescription": {"text": "Commented-code block (22 lines) in vllm/model_executor/layers/quantization/auto_gptq.py:122"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f221ab9bffbc8194", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/modelopt.py:159", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/modelopt.py:159"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-39c1f3ea6059c213", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/inc.py:655", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/inc.py:655"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-169a90fd647bbc03", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/moe_wna16.py:385", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/moe_wna16.py:385"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4bb7faf9a497de3f", "name": "Legacy-named symbol `s_old` in vllm/model_executor/layers/quantization/utils/fp8_utils.py:1029", "shortDescription": {"text": "Legacy-named symbol `s_old` in vllm/model_executor/layers/quantization/utils/fp8_utils.py:1029"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7a2b67528e1419e8", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/utils/fp8_utils.py:138", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/utils/fp8_utils.py:138"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-76c92445560c3e98", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/utils/mxfp4_utils.py:14", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/utils/mxfp4_utils.py:14"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ffae4d919cad801e", "name": "Legacy-named symbol `q_w_old` in vllm/model_executor/layers/quantization/utils/marlin_utils_test.py:199", "shortDescription": {"text": "Legacy-named symbol `q_w_old` in vllm/model_executor/layers/quantization/utils/marlin_utils_test.py:199"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ebb243a21e315bb2", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/utils/marlin_utils_fp4.py:99", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/utils/marlin_utils_fp4.py:99"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d5613f04d774f2cc", "name": "Commented-code block (14 lines) in vllm/model_executor/layers/quantization/utils/quant_utils.py:239", "shortDescription": {"text": "Commented-code block (14 lines) in vllm/model_executor/layers/quantization/utils/quant_utils.py:239"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b7d746ec05cffb53", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/utils/flashinfer_utils.py:508", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/utils/flashinfer_utils.py:508"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-df886180d38cdaaa", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/utils/w8a8_utils.py:82", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/quantization/utils/w8a8_utils.py:82"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cad492457971ce6c", "name": "Commented-code block (8 lines) in vllm/model_executor/layers/quantization/utils/mxfp6_utils.py:100", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/layers/quantization/utils/mxfp6_utils.py:100"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8bdf069d455b7fd2", "name": "Stub function `process_weights_after_loading` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/c", "shortDescription": {"text": "Stub function `process_weights_after_loading` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/compressed_tensors/compressed_tensors_embedding.py:156"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4897f6cb9d595eb1", "name": "Legacy-named symbol `weight_loader_v1` in vllm/model_executor/layers/quantization/compressed_tensors/transform/linear.py", "shortDescription": {"text": "Legacy-named symbol `weight_loader_v1` in vllm/model_executor/layers/quantization/compressed_tensors/transform/linear.py:90"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9441535eb065ab4b", "name": "Commented-code block (7 lines) in vllm/model_executor/layers/quantization/compressed_tensors/compressed_tensors_moe/comp", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/layers/quantization/compressed_tensors/compressed_tensors_moe/compressed_tensors_moe_w4a8_int8.py:123"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-15c19329379240fc", "name": "Stub function `_noop_loader` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/compressed_tensors", "shortDescription": {"text": "Stub function `_noop_loader` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/compressed_tensors/schemes/compressed_tensors_wNa8o8.py:218"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3f5e9c5f16281720", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/compressed_tensors/schemes/compressed_tensors_", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/quantization/compressed_tensors/schemes/compressed_tensors_w8a16_fp8.py:123"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-59d22d3782b347da", "name": "Stub function `process_weights_after_loading` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/o", "shortDescription": {"text": "Stub function `process_weights_after_loading` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/quantization/online/moe_base.py:100"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4a2bf2c26840962f", "name": "Commented-code block (9 lines) in vllm/model_executor/layers/rotary_embedding/dual_chunk_rope.py:55", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/model_executor/layers/rotary_embedding/dual_chunk_rope.py:55"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-e6ef46bd7752fb18", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/rotary_embedding/mrope.py:33", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/rotary_embedding/mrope.py:33"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-54e4b7f290a545f5", "name": "Commented-code block (8 lines) in vllm/model_executor/layers/rotary_embedding/base.py:37", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/layers/rotary_embedding/base.py:37"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ff7dd7c0944a4dc5", "name": "Stub function `_flashinfer_rotary_embedding_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/rotary_emb", "shortDescription": {"text": "Stub function `_flashinfer_rotary_embedding_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/rotary_embedding/common.py:103"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9f3907eca506a648", "name": "Stub function `mamba_mixer_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/mamba_mixer.py:534", "shortDescription": {"text": "Stub function `mamba_mixer_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/mamba_mixer.py:534"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9881a024875ddbb9", "name": "Commented-code block (9 lines) in vllm/model_executor/layers/mamba/mamba_mixer2.py:102", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/model_executor/layers/mamba/mamba_mixer2.py:102"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-31d9c5314ad73bdc", "name": "Stub function `mamba_mixer2_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/mamba_mixer2.py:1085", "shortDescription": {"text": "Stub function `mamba_mixer2_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/mamba_mixer2.py:1085"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ab1f7322625b2757", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/mamba/short_conv.py:112", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/mamba/short_conv.py:112"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-824d18bba8581b45", "name": "Stub function `forward_native` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/short_conv.py:88", "shortDescription": {"text": "Stub function `forward_native` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/short_conv.py:88"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-498e57dca7d2a8ab", "name": "Stub function `mamba_type` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/abstract.py:37", "shortDescription": {"text": "Stub function `mamba_type` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/abstract.py:37"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2fac03861f805214", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/mamba/gdn/qwen_gdn_linear_attn.py:86", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/mamba/gdn/qwen_gdn_linear_attn.py:86"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-eb4423bc2bf33458", "name": "Stub function `kda_attention_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/gdn/kimi_gdn_linear", "shortDescription": {"text": "Stub function `kda_attention_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/gdn/kimi_gdn_linear_attn.py:64"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d18156a89d33b720", "name": "Commented-code block (9 lines) in vllm/model_executor/layers/mamba/gdn/olmo_gdn_linear_attn.py:216", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/model_executor/layers/mamba/gdn/olmo_gdn_linear_attn.py:216"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-3e5b0a8f8843bc90", "name": "Commented-code block (7 lines) in vllm/model_executor/layers/mamba/ops/causal_conv1d.py:340", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/layers/mamba/ops/causal_conv1d.py:340"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2d9fb80605e269d9", "name": "Commented-code block (10 lines) in vllm/model_executor/layers/mamba/ops/ssd_combined.py:126", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/model_executor/layers/mamba/ops/ssd_combined.py:126"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bd7f7ffb09f68785", "name": "Legacy-named symbol `simple_tma_copy` in vllm/model_executor/layers/mamba/ops/gdn_chunk_cutedsl/kernel_h.py:17", "shortDescription": {"text": "Legacy-named symbol `simple_tma_copy` in vllm/model_executor/layers/mamba/ops/gdn_chunk_cutedsl/kernel_h.py:17"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2008793b5cbca1d9", "name": "Legacy-named symbol `simple_tma_copy` in vllm/model_executor/layers/mamba/ops/gdn_chunk_cutedsl/kernel_o.py:17", "shortDescription": {"text": "Legacy-named symbol `simple_tma_copy` in vllm/model_executor/layers/mamba/ops/gdn_chunk_cutedsl/kernel_o.py:17"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a1f7b748900a21ae", "name": "Legacy-named symbol `simple_tma_copy` in vllm/model_executor/layers/mamba/ops/gdn_chunk_cutedsl/kernel_kkt_inv_uw.py:18", "shortDescription": {"text": "Legacy-named symbol `simple_tma_copy` in vllm/model_executor/layers/mamba/ops/gdn_chunk_cutedsl/kernel_kkt_inv_uw.py:18"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2ae4c3ff66adf7b7", "name": "Commented-code block (9 lines) in vllm/model_executor/layers/mamba/ops/gdn_chunk_cutedsl/kernel_kkt_inv_uw.py:538", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/model_executor/layers/mamba/ops/gdn_chunk_cutedsl/kernel_kkt_inv_uw.py:538"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fa9981eda03881bc", "name": "Stub function `linear_attention_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/linear/minimax_l", "shortDescription": {"text": "Stub function `linear_attention_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/mamba/linear/minimax_linear_attn.py:338"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-74140c196d8b8124", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/chunk_scaled_dot_kkt.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/chunk_scaled_dot_kkt.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d7e2a8aa2df4cbe7", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/solve_tril.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/solve_tril.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-518ee0fa089f4085", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/kda.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/kda.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cea2833c39bfaffd", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/chunk_delta_h.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/chunk_delta_h.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6dc37cb66224be22", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/layernorm_guard.py:10", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/layernorm_guard.py:10"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ff6b5ff94ef50369", "name": "Stub function `make_tensor_descriptor` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fla/ops/op.py:55", "shortDescription": {"text": "Stub function `make_tensor_descriptor` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fla/ops/op.py:55"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bf8c5a0bc5e01488", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/fused_recurrent.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/fused_recurrent.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7fa357e2c3b4f782", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/cumsum.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/cumsum.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-27c88f9ba4dc68fd", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/utils.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/utils.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-90ca6ae583c4f51c", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/index.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/index.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-80da6aa6b19237df", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/chunk.py:5", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fla/ops/chunk.py:5"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a6252f8bd4900704", "name": "Legacy-named symbol `has_deep_ep_v2` in vllm/model_executor/layers/fused_moe/all2all_utils.py:34", "shortDescription": {"text": "Legacy-named symbol `has_deep_ep_v2` in vllm/model_executor/layers/fused_moe/all2all_utils.py:34"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c2efa0751d44846b", "name": "Commented-code block (10 lines) in vllm/model_executor/layers/fused_moe/all2all_utils.py:129", "shortDescription": {"text": "Commented-code block (10 lines) in vllm/model_executor/layers/fused_moe/all2all_utils.py:129"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c688b403fc6848c9", "name": "Legacy-named symbol `to_copy` in vllm/model_executor/layers/fused_moe/deep_gemm_utils.py:154", "shortDescription": {"text": "Legacy-named symbol `to_copy` in vllm/model_executor/layers/fused_moe/deep_gemm_utils.py:154"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f4b3bddb1e16f960", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/deep_gemm_utils.py:453", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/deep_gemm_utils.py:453"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f94a80648406dea0", "name": "Legacy-named symbol `deepep_v2` in vllm/model_executor/layers/fused_moe/config.py:1090", "shortDescription": {"text": "Legacy-named symbol `deepep_v2` in vllm/model_executor/layers/fused_moe/config.py:1090"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-602ab0b3dd60ab28", "name": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/config.py:186", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/config.py:186"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-26d2a72a13d14796", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/routed_experts.py:257", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/routed_experts.py:257"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-78e52d00bc695d31", "name": "Commented-code block (17 lines) in vllm/model_executor/layers/fused_moe/modular_kernel.py:59", "shortDescription": {"text": "Commented-code block (17 lines) in vllm/model_executor/layers/fused_moe/modular_kernel.py:59"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fc6e9e5d33c675ad", "name": "Legacy-named symbol `prefer_copy` in vllm/model_executor/layers/fused_moe/unquantized_fused_moe_method.py:176", "shortDescription": {"text": "Legacy-named symbol `prefer_copy` in vllm/model_executor/layers/fused_moe/unquantized_fused_moe_method.py:176"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8d3be1d959f3a233", "name": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/unquantized_fused_moe_method.py:168", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/unquantized_fused_moe_method.py:168"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-48bf37dc3a432e2a", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/routed_experts_capturer.py:99", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/routed_experts_capturer.py:99"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-42af063bcbd7566c", "name": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/router/base_router.py:56", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/router/base_router.py:56"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-0a297cdf118542b7", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/runner/moe_runner.py:269", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/runner/moe_runner.py:269"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4328849f174c092e", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/runner/shared_experts.py:120", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/runner/shared_experts.py:120"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b204a44c0162c576", "name": "Commented-code block (8 lines) in vllm/model_executor/layers/fused_moe/oracle/nvfp4.py:385", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/layers/fused_moe/oracle/nvfp4.py:385"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8dc2b5628cb16d60", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/fused_moe/experts/trtllm_nvfp4_moe.py:98", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/fused_moe/experts/trtllm_nvfp4_moe.py:98"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7b063ff47c8f1f30", "name": "Commented-code block (8 lines) in vllm/model_executor/layers/fused_moe/experts/marlin_moe.py:722", "shortDescription": {"text": "Commented-code block (8 lines) in vllm/model_executor/layers/fused_moe/experts/marlin_moe.py:722"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-30088112fcf70119", "name": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/experts/lora_context.py:46", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/experts/lora_context.py:46"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a12d1bed1dfc3683", "name": "Stub function `block_shape` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/experts/mxfp8_emulatio", "shortDescription": {"text": "Stub function `block_shape` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/experts/mxfp8_emulation_moe.py:82"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7e4e41e8bbf24b47", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/fused_moe/experts/rocm_aiter_moe.py:343", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/fused_moe/experts/rocm_aiter_moe.py:343"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-6cc1c8a5c5837f2b", "name": "Commented-code block (9 lines) in vllm/model_executor/layers/fused_moe/experts/fused_humming_moe.py:225", "shortDescription": {"text": "Commented-code block (9 lines) in vllm/model_executor/layers/fused_moe/experts/fused_humming_moe.py:225"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-fbdd6049f70866ac", "name": "Commented-code block (11 lines) in vllm/model_executor/layers/fused_moe/experts/flashinfer_b12x_moe.py:64", "shortDescription": {"text": "Commented-code block (11 lines) in vllm/model_executor/layers/fused_moe/experts/flashinfer_b12x_moe.py:64"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4b09d5a86b82c45a", "name": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/experts/mxfp8_native_moe.py:237", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/layers/fused_moe/experts/mxfp8_native_moe.py:237"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-007588949a31d7ec", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/experts/cutlass_moe.py:714", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/experts/cutlass_moe.py:714"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ddb7f83eb46b41b1", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/experts/gpt_oss_triton_kernels_moe.py:130", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/experts/gpt_oss_triton_kernels_moe.py:130"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-eb17f926f56254cb", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/experts/triton_moe.py:278", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/fused_moe/experts/triton_moe.py:278"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2fc416da18d680fb", "name": "Stub function `topk_indices_dtype` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_finaliz", "shortDescription": {"text": "Stub function `topk_indices_dtype` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_finalize/batched.py:45"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-61b87a25e280535b", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/fused_moe/prepare_finalize/deepep_ht.py:35", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/fused_moe/prepare_finalize/deepep_ht.py:35"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-965cdfb989f22b5f", "name": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_fi", "shortDescription": {"text": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_finalize/deepep_ht.py:81"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4bafc9ee5c75dc01", "name": "Legacy-named symbol `zero_copy` in vllm/model_executor/layers/fused_moe/prepare_finalize/deepep_ll.py:405", "shortDescription": {"text": "Legacy-named symbol `zero_copy` in vllm/model_executor/layers/fused_moe/prepare_finalize/deepep_ll.py:405"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-609db3a6cc72a7c6", "name": "Commented-code block (6 lines) in vllm/model_executor/layers/fused_moe/prepare_finalize/deepep_v2.py:199", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/layers/fused_moe/prepare_finalize/deepep_v2.py:199"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-70ea2c9385107679", "name": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_fi", "shortDescription": {"text": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_finalize/deepep_v2.py:91"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-987002acd7062b21", "name": "Legacy-named symbol `zero_copy` in vllm/model_executor/layers/fused_moe/prepare_finalize/nixl_ep.py:373", "shortDescription": {"text": "Legacy-named symbol `zero_copy` in vllm/model_executor/layers/fused_moe/prepare_finalize/nixl_ep.py:373"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1baa33455b7de48e", "name": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_fi", "shortDescription": {"text": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_finalize/flashinfer_nvlink_two_sided.py:43"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5254679d53a692f1", "name": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_fi", "shortDescription": {"text": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_finalize/no_dp_ep.py:45"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9e971200dbbd73de", "name": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_fi", "shortDescription": {"text": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_finalize/flashinfer_nvlink_one_sided.py:63"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c921b257be0f918d", "name": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_fi", "shortDescription": {"text": "Stub function `max_num_tokens_per_rank` (body is just `pass`/`return`) \u2014 vllm/model_executor/layers/fused_moe/prepare_finalize/naive_dp_ep.py:100"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3a3e88b554b754c7", "name": "Commented-code block (5 lines) in vllm/model_executor/layers/minimax_rms_norm/rms_norm_tp.py:163", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/layers/minimax_rms_norm/rms_norm_tp.py:163"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d41b1a83f1485ab7", "name": "Commented-code block (5 lines) in vllm/model_executor/offloader/prefetch.py:317", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/offloader/prefetch.py:317"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-39a290e379775653", "name": "Commented-code block (7 lines) in vllm/model_executor/kernels/linear/mxfp8/emulation.py:36", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/kernels/linear/mxfp8/emulation.py:36"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-f003d498defe33f4", "name": "Commented-code block (6 lines) in vllm/model_executor/kernels/linear/scaled_mm/cpu.py:113", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/kernels/linear/scaled_mm/cpu.py:113"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-24e21828795aa461", "name": "Commented-code block (6 lines) in vllm/model_executor/kernels/linear/scaled_mm/aiter.py:106", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/kernels/linear/scaled_mm/aiter.py:106"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-5bcf46a4e7cbc144", "name": "Stub function `_fp8_gemm_nt_op_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/kernels/linear/scaled_mm/deep_", "shortDescription": {"text": "Stub function `_fp8_gemm_nt_op_fake` (body is just `pass`/`return`) \u2014 vllm/model_executor/kernels/linear/scaled_mm/deep_gemm.py:142"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-eb80ce8d1c25e256", "name": "Commented-code block (7 lines) in vllm/model_executor/kernels/linear/scaled_mm/xpu.py:109", "shortDescription": {"text": "Commented-code block (7 lines) in vllm/model_executor/kernels/linear/scaled_mm/xpu.py:109"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c19bcfdb8e7c0195", "name": "Stub function `apply_scaled_mm` (body is just `pass`/`return`) \u2014 vllm/model_executor/kernels/linear/scaled_mm/xpu.py:74", "shortDescription": {"text": "Stub function `apply_scaled_mm` (body is just `pass`/`return`) \u2014 vllm/model_executor/kernels/linear/scaled_mm/xpu.py:74"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-62dfa6eb55e8c23f", "name": "Commented-code block (5 lines) in vllm/model_executor/kernels/linear/scaled_mm/flashinfer.py:306", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/kernels/linear/scaled_mm/flashinfer.py:306"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-eda4bd67b0a887f4", "name": "Commented-code block (5 lines) in vllm/model_executor/kernels/linear/scaled_mm/pytorch.py:44", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/kernels/linear/scaled_mm/pytorch.py:44"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4310329933dd1bb0", "name": "Stub function `apply_scaled_mm` (body is just `pass`/`return`) \u2014 vllm/model_executor/kernels/linear/scaled_mm/marlin.py:", "shortDescription": {"text": "Stub function `apply_scaled_mm` (body is just `pass`/`return`) \u2014 vllm/model_executor/kernels/linear/scaled_mm/marlin.py:107"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ee2e4c74333ecd73", "name": "Stub function `process_weights_after_loading` (body is just `pass`/`return`) \u2014 vllm/model_executor/kernels/linear/scaled", "shortDescription": {"text": "Stub function `process_weights_after_loading` (body is just `pass`/`return`) \u2014 vllm/model_executor/kernels/linear/scaled_mm/ScaledMMLinearKernel.py:123"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a09813696d2429de", "name": "Commented-code block (6 lines) in vllm/model_executor/kernels/linear/mixed_precision/exllama.py:90", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/model_executor/kernels/linear/mixed_precision/exllama.py:90"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b5a401c6faa86827", "name": "Commented-code block (5 lines) in vllm/model_executor/kernels/linear/mixed_precision/triton_w4a16.py:238", "shortDescription": {"text": "Commented-code block (5 lines) in vllm/model_executor/kernels/linear/mixed_precision/triton_w4a16.py:238"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2fd1e419c8e771d9", "name": "Commented-code block (6 lines) in vllm/kernels/helion/utils.py:13", "shortDescription": {"text": "Commented-code block (6 lines) in vllm/kernels/helion/utils.py:13"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c82c4a975ec4ce25", "name": "Stub function `fake_impl` (body is just `pass`/`return`) \u2014 vllm/kernels/helion/ops/dynamic_per_token_scaled_fp8_quant.py", "shortDescription": {"text": "Stub function `fake_impl` (body is just `pass`/`return`) \u2014 vllm/kernels/helion/ops/dynamic_per_token_scaled_fp8_quant.py:97"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-56c2a6625282e4f5", "name": "Stub function `fake_impl` (body is just `pass`/`return`) \u2014 vllm/kernels/helion/ops/per_token_group_fp8_quant.py:138", "shortDescription": {"text": "Stub function `fake_impl` (body is just `pass`/`return`) \u2014 vllm/kernels/helion/ops/per_token_group_fp8_quant.py:138"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2ef6588a762a162d", "name": "Stub function `end_section` (body is just `pass`/`return`) \u2014 docs/mkdocs/hooks/generate_argparse.py:177", "shortDescription": {"text": "Stub function `end_section` (body is just `pass`/`return`) \u2014 docs/mkdocs/hooks/generate_argparse.py:177"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-46fcca9478027427", "name": "Commented-code block (8 lines) in rust/src/engine-core-client/src/tests/python_compat.py:2", "shortDescription": {"text": "Commented-code block (8 lines) in rust/src/engine-core-client/src/tests/python_compat.py:2"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-a9a5239d6a9a1608", "name": "Legacy-named symbol `list_objects_v2` in .buildkite/scripts/generate-nightly-index.py:400", "shortDescription": {"text": "Legacy-named symbol `list_objects_v2` in .buildkite/scripts/generate-nightly-index.py:400"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-756ff4dc6345a826", "name": "Commented-code block (6 lines) in .buildkite/scripts/generate-nightly-index.py:442", "shortDescription": {"text": "Commented-code block (6 lines) in .buildkite/scripts/generate-nightly-index.py:442"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d25d06a330b4493c", "name": "Commented-code block (5 lines) in .buildkite/scripts/detect-manylinux-tag.py:83", "shortDescription": {"text": "Commented-code block (5 lines) in .buildkite/scripts/detect-manylinux-tag.py:83"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8e26eb580dc71482", "name": "Network/subprocess call without timeout or try/except \u2014 examples/generate/multimodal/openai_chat_completion_client_for_m", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/generate/multimodal/openai_chat_completion_client_for_multimodal.py:47"}, "fullDescription": {"text": "`requests.get(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-af5d730800cd809e", "name": "Commented-code block (7 lines) in examples/generate/multimodal/mistral-small_offline.py:31", "shortDescription": {"text": "Commented-code block (7 lines) in examples/generate/multimodal/mistral-small_offline.py:31"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-008bc9fce56e30ef", "name": "Legacy-named symbol `deepseek_vl_v2` in examples/generate/multimodal/vision_language_multi_image_offline.py:1475", "shortDescription": {"text": "Legacy-named symbol `deepseek_vl_v2` in examples/generate/multimodal/vision_language_multi_image_offline.py:1475"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-55f3f7429ff7e55f", "name": "Legacy-named symbol `deepseek_vl_v2` in examples/generate/multimodal/vision_language_offline.py:2451", "shortDescription": {"text": "Legacy-named symbol `deepseek_vl_v2` in examples/generate/multimodal/vision_language_offline.py:2451"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b83827bb3f44072b", "name": "Commented-code block (6 lines) in examples/generate/multimodal/vision_language_offline.py:1419", "shortDescription": {"text": "Commented-code block (6 lines) in examples/generate/multimodal/vision_language_offline.py:1419"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-35f2c99194fec4c9", "name": "Network/subprocess call without timeout or try/except \u2014 examples/observability/opentelemetry/dummy_client.py:34", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/observability/opentelemetry/dummy_client.py:34"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-27402acaf3059cae", "name": "Network/subprocess call without timeout or try/except \u2014 examples/disaggregated/lmcache/disagg_prefill_lmcache_v0.py:118", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/disaggregated/lmcache/disagg_prefill_lmcache_v0.py:118"}, "fullDescription": {"text": "`subprocess.Popen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-291ad4a5f475f9e3", "name": "Network/subprocess call without timeout or try/except \u2014 examples/disaggregated/lmcache/kv_cache_sharing_lmcache_v1.py:10", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/disaggregated/lmcache/kv_cache_sharing_lmcache_v1.py:107"}, "fullDescription": {"text": "`subprocess.Popen(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-367fd51fe911c53c", "name": "Legacy-named symbol `req_data_copy` in examples/disaggregated/disaggregated_serving/moriio_toy_proxy_server.py:143", "shortDescription": {"text": "Legacy-named symbol `req_data_copy` in examples/disaggregated/disaggregated_serving/moriio_toy_proxy_server.py:143"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-78825fdf2ff2add5", "name": "Network/subprocess call without timeout or try/except \u2014 examples/disaggregated/disaggregated_serving/example_mm_serve.py", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/disaggregated/disaggregated_serving/example_mm_serve.py:67"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-01606f5e8ebb076d", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/qwen3_reranker_online.py:65", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/qwen3_reranker_online.py:65"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-162de526e80fe6b2", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/vision_score_api_online.py:65", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/vision_score_api_online.py:65"}, "fullDescription": {"text": "`requests.get(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-23423049bdf746c9", "name": "Legacy-named symbol `cohere_v1` in examples/pooling/score/cohere_rerank_client.py:33", "shortDescription": {"text": "Legacy-named symbol `cohere_v1` in examples/pooling/score/cohere_rerank_client.py:33"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6665ace9febabf25", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/rerank_api_online.py:30", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/rerank_api_online.py:30"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-0f714372a8d1c875", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/colqwen3_rerank_online.py:95", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/colqwen3_rerank_online.py:95"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-89d22b0d8b801b22", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/colqwen3_5_rerank_online.py:42", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/colqwen3_5_rerank_online.py:42"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-8ddb6b99c62b4792", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/colbert_rerank_online.py:57", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/colbert_rerank_online.py:57"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-1d06dc89737c69a0", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/score_api_online.py:17", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/score_api_online.py:17"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-684f57bd1ca851d1", "name": "Legacy-named symbol `mxbai_rerank_v2` in examples/pooling/score/using_template_online.py:21", "shortDescription": {"text": "Legacy-named symbol `mxbai_rerank_v2` in examples/pooling/score/using_template_online.py:21"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c92afa954e11bee5", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/using_template_online.py:60", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/using_template_online.py:60"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-7e25c47b531a6717", "name": "Legacy-named symbol `mxbai_rerank_v2` in examples/pooling/score/using_template_offline.py:53", "shortDescription": {"text": "Legacy-named symbol `mxbai_rerank_v2` in examples/pooling/score/using_template_offline.py:53"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bac79b8e5afa1fbb", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/vision_rerank_api_online.py:66", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/vision_rerank_api_online.py:66"}, "fullDescription": {"text": "`requests.get(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-a6c891884f4c2bea", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/colmodernvbert_rerank_online.py:45", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/score/colmodernvbert_rerank_online.py:45"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ef7f45b79104f8d4", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/reward/sequence_reward_online.py:25", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/reward/sequence_reward_online.py:25"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-f7637c198e149201", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/reward/token_reward_online.py:25", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/reward/token_reward_online.py:25"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-5e2c18a6a20a6da9", "name": "Commented-code block (12 lines) in examples/pooling/plugin/prithvi_geospatial_mae_online.py:9", "shortDescription": {"text": "Commented-code block (12 lines) in examples/pooling/plugin/prithvi_geospatial_mae_online.py:9"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-436902a3de5c79ef", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/plugin/prithvi_geospatial_mae_online.py:38", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/plugin/prithvi_geospatial_mae_online.py:38"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3d1064afa5d2fb13", "name": "Commented-code block (7 lines) in examples/pooling/plugin/prithvi_geospatial_mae_io_processor.py:10", "shortDescription": {"text": "Commented-code block (7 lines) in examples/pooling/plugin/prithvi_geospatial_mae_io_processor.py:10"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7f1f64524cff5331", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/classify/classification_online.py:30", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/classify/classification_online.py:30"}, "fullDescription": {"text": "`requests.get(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-877264ad829e269b", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/classify/vision_classification_online.py:39", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/classify/vision_classification_online.py:39"}, "fullDescription": {"text": "`requests.get(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-69ab661dd3eff3cb", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/embed/embedding_requests_bytes_online.py:25", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/embed/embedding_requests_bytes_online.py:25"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-27596892b0d931dc", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/embed/embedding_requests_base64_online.py:20", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/embed/embedding_requests_base64_online.py:20"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-89e3459d816b4ff5", "name": "Commented-code block (5 lines) in examples/pooling/embed/openai_embedding_long_text/client.py:176", "shortDescription": {"text": "Commented-code block (5 lines) in examples/pooling/embed/openai_embedding_long_text/client.py:176"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-9d367be68e12a92c", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/token_classify/ner_online.py:22", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/token_classify/ner_online.py:22"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4701d7c98845cb43", "name": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/token_embed/multi_vector_retrieval_online.py:22", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/pooling/token_embed/multi_vector_retrieval_online.py:22"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c350fc480df7049c", "name": "Network/subprocess call without timeout or try/except \u2014 examples/speech_to_text/openai/openai_transcription_client.py:12", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/speech_to_text/openai/openai_transcription_client.py:121"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-95affd1ab2a99be0", "name": "Network/subprocess call without timeout or try/except \u2014 examples/speech_to_text/lid/openai_lid_client.py:88", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/speech_to_text/lid/openai_lid_client.py:88"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-8e2160b2cc7b4dde", "name": "Network/subprocess call without timeout or try/except \u2014 examples/applications/chatbot/api_client.py:38", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/applications/chatbot/api_client.py:38"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-077b0a31e503c18d", "name": "Network/subprocess call without timeout or try/except \u2014 examples/applications/chatbot/gradio_webserver.py:36", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 examples/applications/chatbot/gradio_webserver.py:36"}, "fullDescription": {"text": "`requests.post(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b43510a25fe51d9e", "name": "Commented-code block (5 lines) in examples/rl/rlhf_nccl.py:108", "shortDescription": {"text": "Commented-code block (5 lines) in examples/rl/rlhf_nccl.py:108"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-8236193f513e6504", "name": "Commented-code block (10 lines) in examples/rl/rlhf_ipc_fsdp_ep.py:137", "shortDescription": {"text": "Commented-code block (10 lines) in examples/rl/rlhf_ipc_fsdp_ep.py:137"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1e0e48a75dcb20fe", "name": "Legacy-named symbol `llm_v2` in examples/rl/rlhf_async_new_apis.py:374", "shortDescription": {"text": "Legacy-named symbol `llm_v2` in examples/rl/rlhf_async_new_apis.py:374"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-33bcccb3254e27d4", "name": "Commented-code block (5 lines) in examples/rl/rlhf_async_new_apis.py:233", "shortDescription": {"text": "Commented-code block (5 lines) in examples/rl/rlhf_async_new_apis.py:233"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ebff5e76dda18d65", "name": "Commented-code block (7 lines) in examples/tool_calling/chat_with_tools_offline.py:24", "shortDescription": {"text": "Commented-code block (7 lines) in examples/tool_calling/chat_with_tools_offline.py:24"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bc1c3a706cd890c9", "name": "Commented-code block (5 lines) in examples/features/torchrun/torchrun_example_offline.py:28", "shortDescription": {"text": "Commented-code block (5 lines) in examples/features/torchrun/torchrun_example_offline.py:28"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-204056a35f52d0e8", "name": "Commented-code block (5 lines) in examples/features/torchrun/torchrun_dp_example_offline.py:93", "shortDescription": {"text": "Commented-code block (5 lines) in examples/features/torchrun/torchrun_dp_example_offline.py:93"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cb237666ba0c8d75", "name": "Network/subprocess call without timeout or try/except \u2014 tools/install_nixl_from_source_ubuntu.py:45", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 tools/install_nixl_from_source_ubuntu.py:45"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9e18f983dce4a55d", "name": "Network/subprocess call without timeout or try/except \u2014 tools/build_deepgemm_C.py:30", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 tools/build_deepgemm_C.py:30"}, "fullDescription": {"text": "`subprocess.check_output(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). 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Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-91993b4d993c9c82", "name": "FastAPI POST `render_completion` without auth dependency \u2014 vllm/entrypoints/serve/render/api_router.py:61", "shortDescription": {"text": "FastAPI POST `render_completion` without auth dependency \u2014 vllm/entrypoints/serve/render/api_router.py:61"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-caddb0efe72ec664", "name": "FastAPI POST `derender_chat_completion` without auth dependency \u2014 vllm/entrypoints/serve/render/api_router.py:84", "shortDescription": {"text": "FastAPI POST `derender_chat_completion` without auth dependency \u2014 vllm/entrypoints/serve/render/api_router.py:84"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-a2d781ce60f86607", "name": "FastAPI POST `derender_completion` without auth dependency \u2014 vllm/entrypoints/serve/render/api_router.py:109", "shortDescription": {"text": "FastAPI POST `derender_completion` without auth dependency \u2014 vllm/entrypoints/serve/render/api_router.py:109"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-c1eb67af6ef69f61", "name": "FastAPI POST `create_classify` without auth dependency \u2014 vllm/entrypoints/pooling/classify/api_router.py:23", "shortDescription": {"text": "FastAPI POST `create_classify` without auth dependency \u2014 vllm/entrypoints/pooling/classify/api_router.py:23"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-9f6178d36e116da3", "name": "FastAPI POST `create_embedding` without auth dependency \u2014 vllm/entrypoints/pooling/embed/api_router.py:25", "shortDescription": {"text": "FastAPI POST `create_embedding` without auth dependency \u2014 vllm/entrypoints/pooling/embed/api_router.py:25"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-529e49fe0d1a19eb", "name": "FastAPI POST `create_cohere_embedding` without auth dependency \u2014 vllm/entrypoints/pooling/embed/api_router.py:46", "shortDescription": {"text": "FastAPI POST `create_cohere_embedding` without auth dependency \u2014 vllm/entrypoints/pooling/embed/api_router.py:46"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-c35e97faa7465139", "name": "FastAPI POST `create_pooling` without auth dependency \u2014 vllm/entrypoints/pooling/pooling/api_router.py:24", "shortDescription": {"text": "FastAPI POST `create_pooling` without auth dependency \u2014 vllm/entrypoints/pooling/pooling/api_router.py:24"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-74cba1648879a54b", "name": "FastAPI POST `create_score` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:31", "shortDescription": {"text": "FastAPI POST `create_score` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:31"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-00f2de78aeeb921e", "name": "FastAPI POST `create_score_v1` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:49", "shortDescription": {"text": "FastAPI POST `create_score_v1` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:49"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-ee347971dc811e6f", "name": "FastAPI POST `do_rerank` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:68", "shortDescription": {"text": "FastAPI POST `do_rerank` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:68"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-d5d10a0f58e52d4d", "name": "FastAPI POST `do_rerank_v1` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:86", "shortDescription": {"text": "FastAPI POST `do_rerank_v1` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:86"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-32e1e4e47b75333a", "name": "FastAPI POST `do_rerank_v2` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:105", "shortDescription": {"text": "FastAPI POST `do_rerank_v2` without auth dependency \u2014 vllm/entrypoints/pooling/scoring/api_router.py:105"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-2da24069b5fc27bf", "name": "FastAPI POST `create_transcriptions` without auth dependency \u2014 vllm/entrypoints/speech_to_text/transcription/api_router.", "shortDescription": {"text": "FastAPI POST `create_transcriptions` without auth dependency \u2014 vllm/entrypoints/speech_to_text/transcription/api_router.py:31"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-5e962190489330c5", "name": "FastAPI POST `create_translations` without auth dependency \u2014 vllm/entrypoints/speech_to_text/translation/api_router.py:3", "shortDescription": {"text": "FastAPI POST `create_translations` without auth dependency \u2014 vllm/entrypoints/speech_to_text/translation/api_router.py:31"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-206c8820150abcff", "name": "FastAPI POST `create_messages` without auth dependency \u2014 vllm/entrypoints/anthropic/api_router.py:49", "shortDescription": {"text": "FastAPI POST `create_messages` without auth dependency \u2014 vllm/entrypoints/anthropic/api_router.py:49"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-e7dc5da0fa541d64", "name": "FastAPI POST `count_tokens` without auth dependency \u2014 vllm/entrypoints/anthropic/api_router.py:95", "shortDescription": {"text": "FastAPI POST `count_tokens` without auth dependency \u2014 vllm/entrypoints/anthropic/api_router.py:95"}, "fullDescription": {"text": "`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-970eb92d6ec2bfaa", "name": "Unused endpoint: POST /generate", "shortDescription": {"text": "Unused endpoint: POST /generate"}, "fullDescription": {"text": "`vllm/entrypoints/api_server.py` declares `POST /generate` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-592c90587929af0f", "name": "Unused endpoint: POST /generative_scoring", "shortDescription": {"text": "Unused endpoint: POST /generative_scoring"}, "fullDescription": {"text": "`vllm/entrypoints/generate/generative_scoring/api_router.py` declares `POST /generative_scoring` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8c236625afb6a8cb", "name": "Unused endpoint: GET /ready", "shortDescription": {"text": "Unused endpoint: GET /ready"}, "fullDescription": {"text": "`vllm/entrypoints/openai/dp_supervisor.py` declares `GET /ready` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-251e3dbd600caba5", "name": "Unused endpoint: GET /v1/models", "shortDescription": {"text": "Unused endpoint: GET /v1/models"}, "fullDescription": {"text": "`vllm/entrypoints/openai/models/api_router.py` declares `GET /v1/models` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-fffbd70d52de127a", "name": "Unused endpoint: POST /v1/responses", "shortDescription": {"text": "Unused endpoint: POST /v1/responses"}, "fullDescription": {"text": "`vllm/entrypoints/openai/responses/api_router.py` declares `POST /v1/responses` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f276357247d37a20", "name": "Unused endpoint: GET /v1/responses/{response_id}", "shortDescription": {"text": "Unused endpoint: GET /v1/responses/{response_id}"}, "fullDescription": {"text": "`vllm/entrypoints/openai/responses/api_router.py` declares `GET /v1/responses/{response_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-11638e7cc35b9fb4", "name": "Unused endpoint: POST /v1/responses/{response_id}/cancel", "shortDescription": {"text": "Unused endpoint: POST /v1/responses/{response_id}/cancel"}, "fullDescription": {"text": "`vllm/entrypoints/openai/responses/api_router.py` declares `POST /v1/responses/{response_id}/cancel` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ff99ecd9b3a77326", "name": "Unused endpoint: POST /v1/chat/completions", "shortDescription": {"text": "Unused endpoint: POST /v1/chat/completions"}, "fullDescription": {"text": "`vllm/entrypoints/openai/chat_completion/api_router.py` declares `POST /v1/chat/completions` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-16e32969fb6d796d", "name": "Unused endpoint: POST /v1/chat/completions/batch", "shortDescription": {"text": "Unused endpoint: POST /v1/chat/completions/batch"}, "fullDescription": {"text": "`vllm/entrypoints/openai/chat_completion/api_router.py` declares `POST /v1/chat/completions/batch` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4308371aa2afefb3", "name": "Unused endpoint: POST /v1/completions", "shortDescription": {"text": "Unused endpoint: POST /v1/completions"}, "fullDescription": {"text": "`vllm/entrypoints/openai/completion/api_router.py` declares `POST /v1/completions` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-28020c5dd3e2ddd8", "name": "Unused endpoint: GET /load", "shortDescription": {"text": "Unused endpoint: GET /load"}, "fullDescription": {"text": "`vllm/entrypoints/serve/instrumentator/basic.py` declares `GET /load` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-eb0428442a390121", "name": "Unused endpoint: GET /docs", "shortDescription": {"text": "Unused endpoint: GET /docs"}, "fullDescription": {"text": "`vllm/entrypoints/serve/instrumentator/offline_docs.py` declares `GET /docs` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e561339cd90646f4", "name": "Unused endpoint: POST /invocations", "shortDescription": {"text": "Unused endpoint: POST /invocations"}, "fullDescription": {"text": "`vllm/entrypoints/serve/sagemaker/api_router.py` declares `POST /invocations` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-dbee85885930f420", "name": "Unused endpoint: POST /v1/load_lora_adapter", "shortDescription": {"text": "Unused endpoint: POST /v1/load_lora_adapter"}, "fullDescription": {"text": "`vllm/entrypoints/serve/lora/api_router.py` declares `POST /v1/load_lora_adapter` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1a5d74e201107c2f", "name": "Unused endpoint: POST /v1/unload_lora_adapter", "shortDescription": {"text": "Unused endpoint: POST /v1/unload_lora_adapter"}, "fullDescription": {"text": "`vllm/entrypoints/serve/lora/api_router.py` declares `POST /v1/unload_lora_adapter` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c9567ee73683c733", "name": "Unused endpoint: POST /inference/v1/generate", "shortDescription": {"text": "Unused endpoint: POST /inference/v1/generate"}, "fullDescription": {"text": "`vllm/entrypoints/serve/disagg/api_router.py` declares `POST /inference/v1/generate` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-46c98fa0eb2703bd", "name": "Unused endpoint: POST /abort_requests", "shortDescription": {"text": "Unused endpoint: POST /abort_requests"}, "fullDescription": {"text": "`vllm/entrypoints/serve/disagg/api_router.py` declares `POST /abort_requests` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-6ae3d55a8a742f3a", "name": "Unused endpoint: POST /scale_elastic_ep", "shortDescription": {"text": "Unused endpoint: POST /scale_elastic_ep"}, "fullDescription": {"text": "`vllm/entrypoints/serve/elastic_ep/api_router.py` declares `POST /scale_elastic_ep` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-378222be360f58e3", "name": "Unused endpoint: POST /is_scaling_elastic_ep", "shortDescription": {"text": "Unused endpoint: POST /is_scaling_elastic_ep"}, "fullDescription": {"text": "`vllm/entrypoints/serve/elastic_ep/api_router.py` declares `POST /is_scaling_elastic_ep` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0daf178baa5fa45e", "name": "Unused endpoint: GET /server_info", "shortDescription": {"text": "Unused endpoint: GET /server_info"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/server_info/api_router.py` declares `GET /server_info` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-55271cc13a7ddb1a", "name": "Unused endpoint: POST /pause", "shortDescription": {"text": "Unused endpoint: POST /pause"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/rlhf/api_router.py` declares `POST /pause` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1c36c6f9e51a0316", "name": "Unused endpoint: POST /resume", "shortDescription": {"text": "Unused endpoint: POST /resume"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/rlhf/api_router.py` declares `POST /resume` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ba7fe413bafb039f", "name": "Unused endpoint: GET /is_paused", "shortDescription": {"text": "Unused endpoint: GET /is_paused"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/rlhf/api_router.py` declares `GET /is_paused` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7266cbb261ece084", "name": "Unused endpoint: POST /init_weight_transfer_engine", "shortDescription": {"text": "Unused endpoint: POST /init_weight_transfer_engine"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/rlhf/api_router.py` declares `POST /init_weight_transfer_engine` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5587d2bac2e41a5f", "name": "Unused endpoint: POST /start_weight_update", "shortDescription": {"text": "Unused endpoint: POST /start_weight_update"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/rlhf/api_router.py` declares `POST /start_weight_update` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-eaf95ba1f6f0088c", "name": "Unused endpoint: POST /update_weights", "shortDescription": {"text": "Unused endpoint: POST /update_weights"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/rlhf/api_router.py` declares `POST /update_weights` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4f3c0f06020f235d", "name": "Unused endpoint: POST /finish_weight_update", "shortDescription": {"text": "Unused endpoint: POST /finish_weight_update"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/rlhf/api_router.py` declares `POST /finish_weight_update` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c91cbea345ed597e", "name": "Unused endpoint: GET /get_world_size", "shortDescription": {"text": "Unused endpoint: GET /get_world_size"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/rlhf/api_router.py` declares `GET /get_world_size` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-350a8ab893a9ae45", "name": "Unused endpoint: POST /sleep", "shortDescription": {"text": "Unused endpoint: POST /sleep"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/sleep/api_router.py` declares `POST /sleep` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-29a65e5eb2997611", "name": "Unused endpoint: POST /wake_up", "shortDescription": {"text": "Unused endpoint: POST /wake_up"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/sleep/api_router.py` declares `POST /wake_up` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-481834113f99d7f9", "name": "Unused endpoint: GET /is_sleeping", "shortDescription": {"text": "Unused endpoint: GET /is_sleeping"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/sleep/api_router.py` declares `GET /is_sleeping` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1fda721955b94746", "name": "Unused endpoint: POST /reset_prefix_cache", "shortDescription": {"text": "Unused endpoint: POST /reset_prefix_cache"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/cache/api_router.py` declares `POST /reset_prefix_cache` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-38e286c92a47a3ab", "name": "Unused endpoint: POST /reset_mm_cache", "shortDescription": {"text": "Unused endpoint: POST /reset_mm_cache"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/cache/api_router.py` declares `POST /reset_mm_cache` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-553978489afc2679", "name": "Unused endpoint: POST /reset_encoder_cache", "shortDescription": {"text": "Unused endpoint: POST /reset_encoder_cache"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/cache/api_router.py` declares `POST /reset_encoder_cache` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-463812a2944aec56", "name": "Unused endpoint: POST /collective_rpc", "shortDescription": {"text": "Unused endpoint: POST /collective_rpc"}, "fullDescription": {"text": "`vllm/entrypoints/serve/dev/rpc/api_router.py` declares `POST /collective_rpc` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4b30d9728f934169", "name": "Unused endpoint: POST /tokenize", "shortDescription": {"text": "Unused endpoint: POST /tokenize"}, "fullDescription": {"text": "`vllm/entrypoints/serve/tokenize/api_router.py` declares `POST /tokenize` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8510d99f8033e240", "name": "Unused endpoint: POST /detokenize", "shortDescription": {"text": "Unused endpoint: POST /detokenize"}, "fullDescription": {"text": "`vllm/entrypoints/serve/tokenize/api_router.py` declares `POST /detokenize` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0a7d6daa81709bde", "name": "Unused endpoint: GET /tokenizer_info", "shortDescription": {"text": "Unused endpoint: GET /tokenizer_info"}, "fullDescription": {"text": "`vllm/entrypoints/serve/tokenize/api_router.py` declares `GET /tokenizer_info` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4dd26659759b8889", "name": "Unused endpoint: POST /start_profile", "shortDescription": {"text": "Unused endpoint: POST /start_profile"}, "fullDescription": {"text": "`vllm/entrypoints/serve/profile/api_router.py` declares `POST /start_profile` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9093db5457d1df63", "name": "Unused endpoint: POST /stop_profile", "shortDescription": {"text": "Unused endpoint: POST /stop_profile"}, "fullDescription": {"text": "`vllm/entrypoints/serve/profile/api_router.py` declares `POST /stop_profile` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-08a0c27b4001410c", "name": "Unused endpoint: POST /v1/chat/completions/render", "shortDescription": {"text": "Unused endpoint: POST /v1/chat/completions/render"}, "fullDescription": {"text": "`vllm/entrypoints/serve/render/api_router.py` declares `POST /v1/chat/completions/render` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0a05667fd2fd65ac", "name": "Unused endpoint: POST /v1/completions/render", "shortDescription": {"text": "Unused endpoint: POST /v1/completions/render"}, "fullDescription": {"text": "`vllm/entrypoints/serve/render/api_router.py` declares `POST /v1/completions/render` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bcb4d9b573c36eff", "name": "Unused endpoint: POST /v1/chat/completions/derender", "shortDescription": {"text": "Unused endpoint: POST /v1/chat/completions/derender"}, "fullDescription": {"text": "`vllm/entrypoints/serve/render/api_router.py` declares `POST /v1/chat/completions/derender` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1b0278b8c33e177b", "name": "Unused endpoint: POST /v1/completions/derender", "shortDescription": {"text": "Unused endpoint: POST /v1/completions/derender"}, "fullDescription": {"text": "`vllm/entrypoints/serve/render/api_router.py` declares `POST /v1/completions/derender` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-71524c5d317471f3", "name": "Unused endpoint: POST /classify", "shortDescription": {"text": "Unused endpoint: POST /classify"}, "fullDescription": {"text": "`vllm/entrypoints/pooling/classify/api_router.py` declares `POST /classify` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ebe36b9073da7dfc", "name": "Unused endpoint: POST /v1/embeddings", "shortDescription": {"text": "Unused endpoint: POST /v1/embeddings"}, "fullDescription": {"text": "`vllm/entrypoints/pooling/embed/api_router.py` declares `POST /v1/embeddings` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-af9b5f720e9ec4a1", "name": "Unused endpoint: POST /v2/embed", "shortDescription": {"text": "Unused endpoint: POST /v2/embed"}, "fullDescription": {"text": "`vllm/entrypoints/pooling/embed/api_router.py` declares `POST /v2/embed` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e984500b4b31a31d", "name": "Unused endpoint: POST /pooling", "shortDescription": {"text": "Unused endpoint: POST /pooling"}, "fullDescription": {"text": "`vllm/entrypoints/pooling/pooling/api_router.py` declares `POST /pooling` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-26e3fb2fcbc84691", "name": "Unused endpoint: POST /score", "shortDescription": {"text": "Unused endpoint: POST /score"}, "fullDescription": {"text": "`vllm/entrypoints/pooling/scoring/api_router.py` declares `POST /score` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2ef640df01da7cd8", "name": "Unused endpoint: POST /v1/score", "shortDescription": {"text": "Unused endpoint: POST /v1/score"}, "fullDescription": {"text": "`vllm/entrypoints/pooling/scoring/api_router.py` declares `POST /v1/score` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/191"}, "properties": {"repository": "vllm-project/vllm", "repoUrl": "https://github.com/vllm-project/vllm", "branch": "main"}, "results": [{"ruleId": "DKR001", "level": "warning", "message": {"text": "Docker final stage has no non-root USER"}, "properties": {"repobilityId": 22903, "scanner": "repobility-docker", "fingerprint": "f09400eafac74d6c43239a649037a9bb5c7af2a4df0c9297e55084d971265a07", "category": "docker", "severity": "medium", "confidence": 0.82, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "No USER directive was found in the final runtime stage.", "evidence": {"rule_id": "DKR001", "scanner": "repobility-docker", "final_base": "final", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|f09400eafac74d6c43239a649037a9bb5c7af2a4df0c9297e55084d971265a07"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.rocm"}, "region": {"startLine": 567}}}]}, {"ruleId": "DKR004", "level": "warning", "message": {"text": "Docker build secret exposed through ARG"}, "properties": {"repobilityId": 22886, "scanner": "repobility-docker", "fingerprint": "357ad51466ed49dcc277eaf859a7c178d3c0025bc044d26d7ce5a10b1f0d0373", "category": "docker", "severity": "medium", "confidence": 0.76, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "ARG name looks secret-bearing; BuildKit secret mounts are the safer pattern.", "evidence": {"rule_id": "DKR004", "scanner": "repobility-docker", "variable": "SCCACHE_S3_NO_CREDENTIALS", "references": ["https://docs.docker.com/build/building/secrets/", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|357ad51466ed49dcc277eaf859a7c178d3c0025bc044d26d7ce5a10b1f0d0373"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.rocm"}, "region": {"startLine": 65}}}]}, {"ruleId": "DKR001", "level": "warning", "message": {"text": "Docker final stage has no non-root USER"}, "properties": {"repobilityId": 22880, "scanner": "repobility-docker", "fingerprint": "0eb23fd5be8cb8eddd596d45a8361745f25742cf5457d6e55a9b63d43596ec48", "category": "docker", "severity": "medium", "confidence": 0.82, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "No USER directive was found in the final runtime stage.", "evidence": {"rule_id": "DKR001", "scanner": "repobility-docker", "final_base": "vllm-openai-base", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|0eb23fd5be8cb8eddd596d45a8361745f25742cf5457d6e55a9b63d43596ec48"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile"}, "region": {"startLine": 904}}}]}, {"ruleId": "SEC001", "level": "warning", "message": {"text": "[SEC001] Hardcoded Password: Hardcoded password found in source code."}, "properties": {"repobilityId": 22540, "scanner": "repobility-threat-engine", "fingerprint": "75bc35f1ef4f22433635a5059b678c44bd6d9ba92fbb326ed24812b2cf801ab4", "category": "credential_exposure", "severity": "medium", "confidence": 0.3, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Low entropy value (3.3 bits) \u2014 may be placeholder or common string", "evidence": {"match": "PASSWORD=\"<redacted>\"", "reason": "Low entropy value (3.3 bits) \u2014 may be placeholder or common string", "rule_id": "SEC001", "scanner": "repobility-threat-engine", "confidence": 0.3, "correlation_key": "secret|. token|3|password redacted"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".buildkite/scripts/upload-release-wheels-pypi.sh"}, "region": {"startLine": 37}}}]}, {"ruleId": "SEC017", "level": "warning", "message": {"text": "[SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external AI API (OpenAI, Anthropic, etc.) without any visible length or size validation. This creates two risks: (1) Cost abuse \u2014 an attacker can send extremely long inputs to burn through your API credits (a single 128K-token request to GPT-4 costs ~$4, and automated attacks can drain budgets in minutes). (2) Context stuffing \u2014 oversized inputs can push your system prompt out of the context window, effectively disab"}, "properties": {"repobilityId": 22536, "scanner": "repobility-threat-engine", "fingerprint": "cab956adc048544fb084c2bdd862c9c217c5503dca9ed0f2f779413a11ce8b16", "category": "llm_injection", "severity": "medium", "confidence": 0.8, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "This file sends user input to an LLM with no visible length check or rate limit. Risks: (1) cost abuse \u2014 automated long inputs drain API budget ($4/request at 128K tokens on GPT-4), (2) context stuffing \u2014 oversized input pushes system prompt out of context window, disabling safety rules. Add input length validation before the API call.", "evidence": {"reason": "This file sends user input to an LLM with no visible length check or rate limit. Risks: (1) cost abuse \u2014 automated long inputs drain API budget ($4/request at 128K tokens on GPT-4), (2) context stuffing \u2014 oversized input pushes system prompt out of context window, disabling safety rules. Add input length validation before the API call.", "rule_id": "SEC017", "scanner": "repobility-threat-engine", "confidence": 0.8, "correlation_key": "fp|cab956adc048544fb084c2bdd862c9c217c5503dca9ed0f2f779413a11ce8b16"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/generate/multimodal/vision_language_multi_image_offline.py"}, "region": {"startLine": 391}}}]}, {"ruleId": "SEC017", "level": "warning", "message": {"text": "[SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external AI API (OpenAI, Anthropic, etc.) without any visible length or size validation. This creates two risks: (1) Cost abuse \u2014 an attacker can send extremely long inputs to burn through your API credits (a single 128K-token request to GPT-4 costs ~$4, and automated attacks can drain budgets in minutes). (2) Context stuffing \u2014 oversized inputs can push your system prompt out of the context window, effectively disab"}, "properties": {"repobilityId": 22535, "scanner": "repobility-threat-engine", "fingerprint": "a570719b15bf657a51d00d3163a9861820d90d3e240c8724b89f0898b85d1daa", "category": "llm_injection", "severity": "medium", "confidence": 0.8, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "This file sends user input to an LLM with no visible length check or rate limit. Risks: (1) cost abuse \u2014 automated long inputs drain API budget ($4/request at 128K tokens on GPT-4), (2) context stuffing \u2014 oversized input pushes system prompt out of context window, disabling safety rules. Add input length validation before the API call.", "evidence": {"reason": "This file sends user input to an LLM with no visible length check or rate limit. Risks: (1) cost abuse \u2014 automated long inputs drain API budget ($4/request at 128K tokens on GPT-4), (2) context stuffing \u2014 oversized input pushes system prompt out of context window, disabling safety rules. Add input length validation before the API call.", "rule_id": "SEC017", "scanner": "repobility-threat-engine", "confidence": 0.8, "correlation_key": "fp|a570719b15bf657a51d00d3163a9861820d90d3e240c8724b89f0898b85d1daa"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".buildkite/scripts/tool_call/run-bfcl-eval.sh"}, "region": {"startLine": 156}}}]}, {"ruleId": "SEC017", "level": "warning", "message": {"text": "[SEC017] Unbounded Input to LLM/External API: User input is passed to an LLM or external AI API (OpenAI, Anthropic, etc.) without any visible length or size validation. This creates two risks: (1) Cost abuse \u2014 an attacker can send extremely long inputs to burn through your API credits (a single 128K-token request to GPT-4 costs ~$4, and automated attacks can drain budgets in minutes). (2) Context stuffing \u2014 oversized inputs can push your system prompt out of the context window, effectively disab"}, "properties": {"repobilityId": 22534, "scanner": "repobility-threat-engine", "fingerprint": "79584d6bc7d4afe495e4f434a49292a44b2c8ac15eee14250b136cb6c406d0ec", "category": "llm_injection", "severity": "medium", "confidence": 0.8, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "This file sends user input to an LLM with no visible length check or rate limit. Risks: (1) cost abuse \u2014 automated long inputs drain API budget ($4/request at 128K tokens on GPT-4), (2) context stuffing \u2014 oversized input pushes system prompt out of context window, disabling safety rules. Add input length validation before the API call.", "evidence": {"reason": "This file sends user input to an LLM with no visible length check or rate limit. Risks: (1) cost abuse \u2014 automated long inputs drain API budget ($4/request at 128K tokens on GPT-4), (2) context stuffing \u2014 oversized input pushes system prompt out of context window, disabling safety rules. Add input length validation before the API call.", "rule_id": "SEC017", "scanner": "repobility-threat-engine", "confidence": 0.8, "correlation_key": "fp|79584d6bc7d4afe495e4f434a49292a44b2c8ac15eee14250b136cb6c406d0ec"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/model_executor/models/granite_speech.py"}, "region": {"startLine": 868}}}]}, {"ruleId": "SEC031", "level": "warning", "message": {"text": "[SEC031] Catastrophic Backtracking Regex (ReDoS): Regex contains nested quantifiers like `(a+)+` or quantified alternation with overlapping branches. On adversarial input these patterns exhibit exponential backtracking, freezing the process. CWE-1333. Real CVEs: CVE-2017-16129 (minimatch), CVE-2021-3807 (ansi-regex), and dozens more."}, "properties": {"repobilityId": 22530, "scanner": "repobility-threat-engine", "fingerprint": "46b0122c47de0afae8cd1a85db686d0b3cf3b331e8447e5bf390187d6414c954", "category": "redos", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "re.compile(\n        r\"\\[([a-zA-Z]+\\w*\\(([a-zA-Z]+\\w*=.*,\\s*)*([a-zA-Z]+\\w*=.*\\s)?\\),\\s*)*([a-zA-Z]+\\", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC031", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|46b0122c47de0afae8cd1a85db686d0b3cf3b331e8447e5bf390187d6414c954"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/tool_parsers/pythonic_tool_parser.py"}, "region": {"startLine": 48}}}]}, {"ruleId": "SEC031", "level": "warning", "message": {"text": "[SEC031] Catastrophic Backtracking Regex (ReDoS): Regex contains nested quantifiers like `(a+)+` or quantified alternation with overlapping branches. On adversarial input these patterns exhibit exponential backtracking, freezing the process. CWE-1333. Real CVEs: CVE-2017-16129 (minimatch), CVE-2021-3807 (ansi-regex), and dozens more."}, "properties": {"repobilityId": 22529, "scanner": "repobility-threat-engine", "fingerprint": "c2454dbe85c89ac8c477fa068b778c2eaf9d9c2f5a9b2e2a36dae1c60967ad30", "category": "redos", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "re.compile(\n        r\"\\[([a-zA-Z]+\\w*\\(([a-zA-Z]+\\w*=.*,\\s*)*([a-zA-Z]+\\w*=.*\\s)?\\),\\s*)*([a-zA-Z]+\\", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC031", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|c2454dbe85c89ac8c477fa068b778c2eaf9d9c2f5a9b2e2a36dae1c60967ad30"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/tool_parsers/olmo3_tool_parser.py"}, "region": {"startLine": 50}}}]}, {"ruleId": "SEC031", "level": "warning", "message": {"text": "[SEC031] Catastrophic Backtracking Regex (ReDoS): Regex contains nested quantifiers like `(a+)+` or quantified alternation with overlapping branches. On adversarial input these patterns exhibit exponential backtracking, freezing the process. CWE-1333. Real CVEs: CVE-2017-16129 (minimatch), CVE-2021-3807 (ansi-regex), and dozens more."}, "properties": {"repobilityId": 22528, "scanner": "repobility-threat-engine", "fingerprint": "2e41bf3d8ca86a28395941be0cd50afa73b1067178b692b084090fcf4962d40a", "category": "redos", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "re.compile(\n        r\"\\[([a-zA-Z]+\\w*\\(([a-zA-Z]+\\w*=.*,\\s*)*([a-zA-Z]+\\w*=.*\\s)?\\),\\s*)*([a-zA-Z]+\\", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC031", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|2e41bf3d8ca86a28395941be0cd50afa73b1067178b692b084090fcf4962d40a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/tool_parsers/llama4_pythonic_tool_parser.py"}, "region": {"startLine": 46}}}]}, {"ruleId": "SEC014", "level": "warning", "message": {"text": "[SEC014] SSL Verification Disabled: SSL certificate verification is disabled, allowing man-in-the-middle attacks."}, "properties": {"repobilityId": 22527, "scanner": "repobility-threat-engine", "fingerprint": "73a307ee0c6e6a58ec6e09dfc8028222eff8d8228706fee3005bcd224a0e8784", "category": "crypto", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "CERT_NONE", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC014", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "code|crypto|token|265|sec014"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/entrypoints/openai/cli_args.py"}, "region": {"startLine": 265}}}]}, {"ruleId": "SEC011", "level": "warning", "message": {"text": "[SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execute arbitrary code from untrusted model files."}, "properties": {"repobilityId": 22525, "scanner": "repobility-threat-engine", "fingerprint": "2a79e74f5d2d82e0576f8465f6af91e5c0bc8767cb08cf9408da5a5d12cfbf93", "category": "deserialization", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "torch.load(", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC011", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "code|deserialization|token|95|sec011"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/model_executor/models/adapters.py"}, "region": {"startLine": 95}}}]}, {"ruleId": "SEC034", "level": "warning", "message": {"text": "[SEC034] Log Injection / Log Forging \u2014 unsanitized user input in log: User input is logged without sanitizing newlines or control characters. Attackers inject `\\n` to forge fake log entries, hide tracks, or exploit downstream log parsers (SIEM, splunk). Combined with template injection this can escalate to RCE (CVE-2021-44228 log4shell). CWE-117."}, "properties": {"repobilityId": 22524, "scanner": "repobility-threat-engine", "fingerprint": "7677865c6cc416f4edcaa89cb6ff955f0dfb8f66b4b47ecd9d54c737d176ceeb", "category": "log_injection", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "logger.info(\n        f\"{Color.CYAN}Started client {client_id}: max_num_requests={args.max_num_reques", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC034", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|7677865c6cc416f4edcaa89cb6ff955f0dfb8f66b4b47ecd9d54c737d176ceeb"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "benchmarks/multi_turn/benchmark_serving_multi_turn.py"}, "region": {"startLine": 565}}}]}, {"ruleId": "DKR003", "level": "warning", "message": {"text": "Compose service `grafana` image uses the latest tag"}, "properties": {"repobilityId": 5615, "scanner": "repobility-docker", "fingerprint": "2c75560a43f80a4e7dd30bed0b49f090d67fb3fcdfefa793850f0768529a5f01", "category": "docker", "severity": "medium", "confidence": 0.94, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Image tag is latest.", "evidence": {"image": "grafana/grafana:latest", "rule_id": "DKR003", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|2c75560a43f80a4e7dd30bed0b49f090d67fb3fcdfefa793850f0768529a5f01"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/observability/prometheus_grafana/docker-compose.yaml"}, "region": {"startLine": 13}}}]}, {"ruleId": "DKR003", "level": "warning", "message": {"text": "Compose service `prometheus` image uses the latest tag"}, "properties": {"repobilityId": 5612, "scanner": "repobility-docker", "fingerprint": "02b2534fe76081c99dea12c5dbdbf8e44e9b8e31bda5d53176524fdb6cd58419", "category": "docker", "severity": "medium", "confidence": 0.94, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Image tag is latest.", "evidence": {"image": "prom/prometheus:latest", "rule_id": "DKR003", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|02b2534fe76081c99dea12c5dbdbf8e44e9b8e31bda5d53176524fdb6cd58419"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/observability/prometheus_grafana/docker-compose.yaml"}, "region": {"startLine": 4}}}]}, {"ruleId": "DKR001", "level": "warning", "message": {"text": "Docker final stage has no non-root USER"}, "properties": {"repobilityId": 5611, "scanner": "repobility-docker", "fingerprint": "119c8bc4c194b42001075d6ff0c8c415ebf5e35c84641a7903dcefe15800c579", "category": "docker", "severity": "medium", "confidence": 0.82, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "No USER directive was found in the final runtime stage.", "evidence": {"rule_id": "DKR001", "scanner": "repobility-docker", "final_base": "vllm-base", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|119c8bc4c194b42001075d6ff0c8c415ebf5e35c84641a7903dcefe15800c579"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.xpu"}, "region": {"startLine": 115}}}]}, {"ruleId": "DKR002", "level": "warning", "message": {"text": "Dockerfile base image has no explicit tag"}, "properties": {"repobilityId": 5605, "scanner": "repobility-docker", "fingerprint": "def02acf60138e6353b5b828026ef632f5d0be50a21e2b1d0b98c63c28b302d0", "category": "docker", "severity": "medium", "confidence": 0.9, "triageState": "fixed", "verdict": "confirmed", "isResolved": true, "reason": "Image reference has no tag or digest.", "evidence": {"image": "vllm-base", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|def02acf60138e6353b5b828026ef632f5d0be50a21e2b1d0b98c63c28b302d0"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.xpu"}, "region": {"startLine": 115}}}]}, {"ruleId": "DKR014", "level": "warning", "message": {"text": "Dockerfile copies broad context with incomplete .dockerignore"}, "properties": {"repobilityId": 5603, "scanner": "repobility-docker", "fingerprint": "6a5bbdfc345aba1682230c025f7d0157d8a987fe013dd9d25be86f84cc34efe0", "category": "docker", "severity": "medium", "confidence": 0.76, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "Broad context copy found and .dockerignore misses sensitive defaults.", "evidence": {"rule_id": "DKR014", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/"], "correlation_key": "fp|6a5bbdfc345aba1682230c025f7d0157d8a987fe013dd9d25be86f84cc34efe0", "missing_patterns": [".env", ".git", "id_rsa", "*.pem", "*.key"]}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.xpu"}, "region": {"startLine": 101}}}]}, {"ruleId": "DKR001", "level": "warning", "message": {"text": "Docker final stage has no non-root USER"}, "properties": {"repobilityId": 5599, "scanner": "repobility-docker", "fingerprint": "302a82c33af2fc51ebea705fc7e28f9e62c3421a66a46ee51acb1818301e5ad4", "category": "docker", "severity": "medium", "confidence": 0.82, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "No USER directive was found in the final runtime stage.", "evidence": {"rule_id": "DKR001", "scanner": "repobility-docker", "final_base": "$BASE_IMAGE", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|302a82c33af2fc51ebea705fc7e28f9e62c3421a66a46ee51acb1818301e5ad4"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.tpu"}, "region": {"startLine": 4}}}]}, {"ruleId": "DKR014", "level": "warning", "message": {"text": "Dockerfile copies broad context with incomplete .dockerignore"}, "properties": {"repobilityId": 5595, "scanner": "repobility-docker", "fingerprint": "0a5719f4ff150bf09ab237cba43cc36c5f88572799e59dcd4b5412107a8869ad", "category": 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Review if needed."}, "properties": {"repobilityId": 22533, "scanner": "repobility-threat-engine", "fingerprint": "fd4c05670ca42b8ded89f6b6852ada8ee0a29713040f94e412042572a1b06daf", "category": "llm_injection", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 3 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 3 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC016", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|fd4c05670ca42b8ded89f6b6852ada8ee0a29713040f94e412042572a1b06daf"}}}, {"ruleId": "SEC011", "level": "none", "message": {"text": "[SEC011] Unsafe PyTorch Model Loading (and 6 more): Same pattern found in 6 additional files. Review if needed."}, "properties": {"repobilityId": 22526, "scanner": "repobility-threat-engine", "fingerprint": "2d08af3c845f6c267c69148cfa25f5e50260798965202fd323d468daa5a65239", "category": "deserialization", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 6 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 6 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC011", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|2d08af3c845f6c267c69148cfa25f5e50260798965202fd323d468daa5a65239"}}}, {"ruleId": "SEC013", "level": "none", "message": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "properties": {"repobilityId": 22523, "scanner": "repobility-threat-engine", "fingerprint": "75f22750f5eefefb3a3ce8f933bc32c82dff4c8e9ca3ec94aeac313553cfbd0d", "category": "path_traversal", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 1 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 1 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC013", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|75f22750f5eefefb3a3ce8f933bc32c82dff4c8e9ca3ec94aeac313553cfbd0d"}}}, {"ruleId": "SEC007", "level": "none", "message": {"text": "[SEC007] Unsafe Deserialization (and 9 more): Same pattern found in 9 additional files. Review if needed."}, "properties": {"repobilityId": 22521, "scanner": "repobility-threat-engine", "fingerprint": "8f9c1c5f2b5709fa15591dd2e89666c93e1b2486e2abf47eb4bba3f9a4d4b053", "category": "deserialization", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 9 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 9 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC007", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|8f9c1c5f2b5709fa15591dd2e89666c93e1b2486e2abf47eb4bba3f9a4d4b053"}}}, {"ruleId": "SEC015", "level": "none", "message": {"text": "[SEC015] Insecure Randomness for Security (and 9 more): Same pattern found in 9 additional files. Review if needed."}, "properties": {"repobilityId": 22516, "scanner": "repobility-threat-engine", "fingerprint": "952a859e39814203fe507e04b33b6f8be8af1a17dd026350cc6611ad25affc6f", "category": "crypto", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 9 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 9 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC015", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|952a859e39814203fe507e04b33b6f8be8af1a17dd026350cc6611ad25affc6f"}}}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs (and 42 more): Same pattern found in 42 additional files. Review if needed."}, "properties": {"repobilityId": 22515, "scanner": "repobility-threat-engine", "fingerprint": "7473706138f6bdfd42f562e5273ee7a914a86bbd97d11eeee92a6361e8ecabd0", "category": "credential_exposure", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 42 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 42 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|7473706138f6bdfd42f562e5273ee7a914a86bbd97d11eeee92a6361e8ecabd0"}}}, {"ruleId": "SEC029", "level": "none", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input (and 19 more): Same pattern found in 19 additional files. Review if needed."}, "properties": {"repobilityId": 22514, "scanner": "repobility-threat-engine", "fingerprint": "4b9a4fefd8163e8e417a9cb6780f3315c1f451b1a7ce33528729dad342398819", "category": "ssrf", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 19 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 19 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|4b9a4fefd8163e8e417a9cb6780f3315c1f451b1a7ce33528729dad342398819"}}}, {"ruleId": "ERR001", "level": "none", "message": {"text": "[ERR001] Silent Exception Swallowing (and 7 more): Same pattern found in 7 additional files. Review if needed."}, "properties": {"repobilityId": 22510, "scanner": "repobility-threat-engine", "fingerprint": "c21ddaa747070b8f43ab9ea8338b91ebfc00884512370f910cd6f33605573e80", "category": "error_handling", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 7 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 7 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "ERR001", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|c21ddaa747070b8f43ab9ea8338b91ebfc00884512370f910cd6f33605573e80"}}}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5593, "scanner": "repobility-docker", "fingerprint": "c054085a514cb49567c9b13e92d59c5fcdb2f21efdcc0bbf299e7cca1c510e87", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "$BASE_IMAGE", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|c054085a514cb49567c9b13e92d59c5fcdb2f21efdcc0bbf299e7cca1c510e87"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.tpu"}, "region": {"startLine": 4}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5571, "scanner": "repobility-docker", "fingerprint": "d572dc43f7bece88fa12f01c26ee627a4f8f91ded525fcddaa313b85c749ba92", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "registry.access.redhat.com/ubi9/ubi-minimal:${BASE_UBI_IMAGE_TAG}", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|d572dc43f7bece88fa12f01c26ee627a4f8f91ded525fcddaa313b85c749ba92"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.s390x"}, "region": {"startLine": 4}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5538, "scanner": "repobility-docker", "fingerprint": "fd3c7ecd8f8ab902df0ec5c454afb7f5eccc266f6a237804042613e57ece3724", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "${BASE_IMAGE}", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|fd3c7ecd8f8ab902df0ec5c454afb7f5eccc266f6a237804042613e57ece3724"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.rocm_base"}, "region": {"startLine": 25}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5511, "scanner": "repobility-docker", "fingerprint": "537e4f18704f368e715ae1daa0f94b5aafcd1c8e778749a61804fa075b675a88", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "fetch_vllm_${REMOTE_VLLM}", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|537e4f18704f368e715ae1daa0f94b5aafcd1c8e778749a61804fa075b675a88"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.rocm"}, "region": {"startLine": 104}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5503, "scanner": "repobility-docker", "fingerprint": "cd1927ecedbe27134c8468708d8a92c879b2631208e06fff4b0096619cae7e7b", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "${BASE_IMAGE}", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|cd1927ecedbe27134c8468708d8a92c879b2631208e06fff4b0096619cae7e7b"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.rocm"}, "region": {"startLine": 19}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5496, "scanner": "repobility-docker", "fingerprint": "03d969ab39f9d91c82ea9809daa234236127ca06d19bf43f20299a67994ef606", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "registry.access.redhat.com/ubi9/ubi-minimal:${BASE_UBI_IMAGE_TAG}", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|03d969ab39f9d91c82ea9809daa234236127ca06d19bf43f20299a67994ef606"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.ppc64le"}, "region": {"startLine": 278}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5480, "scanner": "repobility-docker", "fingerprint": "51fbfe745fcd98314e6d7ffd4484716f6f4e74ad60b3b864f92123da1a862fc4", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; 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manual review is needed to avoid false positives.", "evidence": {"image": "registry.access.redhat.com/ubi9/ubi-minimal:${BASE_UBI_IMAGE_TAG}", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|e813c65c1ea759d6769f47fb0b684b6525c5e783a03900ff72c446f91a140ea5"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.ppc64le"}, "region": {"startLine": 7}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5465, "scanner": "repobility-docker", "fingerprint": "1070dbf1fd6027ceb59a93d2a3933525303c354a2b6a2ae5b78bcf6179f0050c", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "nvidia/cuda:${CUDA_VERSION}-devel-ubuntu22.04", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|1070dbf1fd6027ceb59a93d2a3933525303c354a2b6a2ae5b78bcf6179f0050c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.nightly_torch"}, "region": {"startLine": 161}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5453, "scanner": "repobility-docker", "fingerprint": "854614cca71210de4122c4c61d191863a7d683afb2dcfc0be1396dbbf8b97496", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "nvidia/cuda:${CUDA_VERSION}-devel-ubuntu22.04", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|854614cca71210de4122c4c61d191863a7d683afb2dcfc0be1396dbbf8b97496"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.nightly_torch"}, "region": {"startLine": 17}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5436, "scanner": "repobility-docker", "fingerprint": "27867d2063c7494b85014f359f2937df35047e9b58ba3578b06b8ab915a52581", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "base-${TARGETARCH}", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|27867d2063c7494b85014f359f2937df35047e9b58ba3578b06b8ab915a52581"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.cpu"}, "region": {"startLine": 79}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5412, "scanner": "repobility-docker", "fingerprint": "10f4752f9d677dc9553fc767bb772163ea4cd59f67f788480e95ec38ffcf5be1", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "${FINAL_BASE_IMAGE}", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|10f4752f9d677dc9553fc767bb772163ea4cd59f67f788480e95ec38ffcf5be1"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile"}, "region": {"startLine": 531}}}]}, {"ruleId": "DKR002", "level": "none", "message": {"text": "Dockerfile base image is selected through a build variable"}, "properties": {"repobilityId": 5400, "scanner": "repobility-docker", "fingerprint": "e16c0646ba2db00e040ad717dbc2ebd0758ea9605f77cf2ae71ca31dbd283ce6", "category": "docker", "severity": "info", "confidence": 0.48, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Base image contains a variable; manual review is needed to avoid false positives.", "evidence": {"image": "${BUILD_BASE_IMAGE}", "rule_id": "DKR002", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://docs.docker.com/scout/policy/"], "correlation_key": "fp|e16c0646ba2db00e040ad717dbc2ebd0758ea9605f77cf2ae71ca31dbd283ce6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile"}, "region": {"startLine": 100}}}]}, {"ruleId": "SEC011", "level": "none", "message": {"text": "[SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execute arbitrary code from untrusted model files."}, "properties": {"repobilityId": 5394, "scanner": "repobility-threat-engine", "fingerprint": "b34b5c8fb258759d57c0b07895d042e7fc178e20f0fc7dbfcb3ed92427f7baaf", "category": "deserialization", "severity": "info", "confidence": 0.1, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Safe pattern 'weights_only\\s*=\\s*True' detected on same line", "evidence": {"match": "torch.load(", "reason": "Safe pattern 'weights_only\\s*=\\s*True' detected on same line", "rule_id": "SEC011", "scanner": "repobility-threat-engine", "confidence": 0.1, "correlation_key": "code|deserialization|vllm/lora/lora_model.py|230|sec011"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/lora/lora_model.py"}, "region": {"startLine": 230}}}]}, {"ruleId": "SEC011", "level": "none", "message": {"text": "[SEC011] Unsafe PyTorch Model Loading: torch.load() uses pickle internally and can execute arbitrary code from untrusted model files."}, "properties": {"repobilityId": 5393, "scanner": "repobility-threat-engine", "fingerprint": "6d432eb917e96206fa9cb2fa36472c22e7399755fc4d9fa25d3ec297cdb87d54", "category": "deserialization", "severity": "info", "confidence": 0.1, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Safe pattern 'weights_only\\s*=\\s*True' detected on same line", "evidence": {"match": "torch.load(", "reason": "Safe pattern 'weights_only\\s*=\\s*True' detected on same line", "rule_id": "SEC011", "scanner": "repobility-threat-engine", "confidence": 0.1, "correlation_key": "code|deserialization|vllm/assets/image.py|58|sec011"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/assets/image.py"}, "region": {"startLine": 58}}}]}, {"ruleId": "SEC007", "level": "none", "message": {"text": "[SEC007] Unsafe Deserialization (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "properties": {"repobilityId": 5389, "scanner": "repobility-threat-engine", "fingerprint": "be2661587707cce223851f35575b809f74d2cf91013a38d77faf261cb6e5960e", "category": "deserialization", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 2 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 2 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC007", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|be2661587707cce223851f35575b809f74d2cf91013a38d77faf261cb6e5960e"}}}, {"ruleId": "SEC015", "level": "none", "message": {"text": "[SEC015] Insecure Randomness for Security (and 6 more): Same pattern found in 6 additional files. Review if needed."}, "properties": {"repobilityId": 5385, "scanner": "repobility-threat-engine", "fingerprint": "e130211b74a08d1080b6cb546902b3a4312c21821463e53d99ea67f635ba5c2b", "category": "crypto", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 6 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 6 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC015", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|e130211b74a08d1080b6cb546902b3a4312c21821463e53d99ea67f635ba5c2b"}}}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs (and 28 more): Same pattern found in 28 additional files. Review if needed."}, "properties": {"repobilityId": 5381, "scanner": "repobility-threat-engine", "fingerprint": "2488d26fe61d5f49ac2a05fd0180e55362008c678d0279d1f7ac87b677dce3b6", "category": "credential_exposure", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 28 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 28 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|2488d26fe61d5f49ac2a05fd0180e55362008c678d0279d1f7ac87b677dce3b6"}}}, {"ruleId": "ERR001", "level": "none", "message": {"text": "[ERR001] Silent Exception Swallowing (and 5 more): Same pattern found in 5 additional files. Review if needed."}, "properties": {"repobilityId": 5377, "scanner": "repobility-threat-engine", "fingerprint": "6abd4249c23b58e618dc466fea68eeb6f2e3e1f9f9fe9e8cf480f54bd48579d1", "category": "error_handling", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 5 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 5 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "ERR001", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|6abd4249c23b58e618dc466fea68eeb6f2e3e1f9f9fe9e8cf480f54bd48579d1"}}}, {"ruleId": "DKR004", "level": "error", "message": {"text": "Docker build secret exposed through ARG"}, "properties": {"repobilityId": 22881, "scanner": "repobility-docker", "fingerprint": "18ca4cc69c4e3a48574e3709ea10ec29ba2651610a408bde590d3740390b6929", "category": "docker", "severity": "high", "confidence": 0.86, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "ARG name looks secret-bearing; BuildKit secret mounts are the safer pattern.", "evidence": {"rule_id": "DKR004", "scanner": "repobility-docker", "variable": "SCCACHE_S3_NO_CREDENTIALS", "references": ["https://docs.docker.com/build/building/secrets/", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|18ca4cc69c4e3a48574e3709ea10ec29ba2651610a408bde590d3740390b6929"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.rocm"}, "region": {"startLine": 25}}}]}, {"ruleId": "SEC021", "level": "error", "message": {"text": "[SEC021] Shell Trace Around Secret Handling: Shell xtrace is enabled near secret handling. CI and deployment logs can echo every command and expand secret values, turning a safe secret-store lookup into a credential leak."}, "properties": {"repobilityId": 22542, "scanner": "repobility-threat-engine", "fingerprint": "c03cd20216f396c1ddfaa5c0484a98991349d47bad352cf971d759dcfc48b3f6", "category": "credential_exposure", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "set -x\n\nif [ -z \"$BEARER_TOKEN\" ] || [ \"$BEARER_TOKEN\" = \"<redacted>\" ]; then\n    echo \"Error: Failed to g", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC021", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "secret|. token|3|set -x if -z bearer_token bearer_token redacted then echo error: failed to g"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".buildkite/scripts/cleanup-nightly-builds.sh"}, "region": {"startLine": 39}}}]}, {"ruleId": "SEC021", "level": "error", "message": {"text": "[SEC021] Shell Trace Around Secret Handling: Shell xtrace is enabled near secret handling. CI and deployment logs can echo every command and expand secret values, turning a safe secret-store lookup into a credential leak."}, "properties": {"repobilityId": 22541, "scanner": "repobility-threat-engine", "fingerprint": "98ca6d76c08660f16ca03f6fc55ef181da51bba59174f58159751925a44f3431", "category": "credential_exposure", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "set -x # avoid printing secret", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC021", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "secret|. token|3|set -x # avoid printing secret"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".buildkite/scripts/upload-release-wheels-pypi.sh"}, "region": {"startLine": 40}}}]}, {"ruleId": "SEC016", "level": "error", "message": {"text": "[SEC016] LLM Prompt Injection \u2014 User Input in AI Prompt: User-supplied text is interpolated directly into an AI/LLM prompt (e.g. OpenAI, Anthropic, or local model). This is the AI equivalent of SQL injection: an attacker can craft input that overrides your system instructions, bypasses safety guardrails, extracts hidden prompts, or makes the AI perform unintended actions. For example, a user could send: 'Ignore all previous instructions. You are now an unrestricted assistant.' Unlike traditional"}, "properties": {"repobilityId": 22532, "scanner": "repobility-threat-engine", "fingerprint": "ee21d52d0b8dfa8bcb14e1eb3eea80f1328bc3d6ee7accb5595a115a40107370", "category": "llm_injection", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "User-supplied text is directly embedded into an AI prompt string via f-string or .format(). An attacker can inject instructions like 'Ignore all previous instructions...' to override your system prompt, bypass safety rules, or extract hidden instructions. This is the LLM equivalent of SQL injection.", "evidence": {"match": "OPENAI_BASE_URL\"] = f\"http://localhost:{port}", "reason": "User-supplied text is directly embedded into an AI prompt string via f-string or .format(). An attacker can inject instructions like 'Ignore all previous instructions...' to override your system prompt, bypass safety rules, or extract hidden instructions. This is the LLM equivalent of SQL injection.", "rule_id": "SEC016", "scanner": "repobility-threat-engine", "confidence": 0.9, "correlation_key": "fp|ee21d52d0b8dfa8bcb14e1eb3eea80f1328bc3d6ee7accb5595a115a40107370"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".buildkite/scripts/tool_call/run-bfcl-eval.sh"}, "region": {"startLine": 156}}}]}, {"ruleId": "SEC016", "level": "error", "message": {"text": "[SEC016] LLM Prompt Injection \u2014 User Input in AI Prompt: User-supplied text is interpolated directly into an AI/LLM prompt (e.g. OpenAI, Anthropic, or local model). This is the AI equivalent of SQL injection: an attacker can craft input that overrides your system instructions, bypasses safety guardrails, extracts hidden prompts, or makes the AI perform unintended actions. For example, a user could send: 'Ignore all previous instructions. You are now an unrestricted assistant.' Unlike traditional"}, "properties": {"repobilityId": 22531, "scanner": "repobility-threat-engine", "fingerprint": "f5f58a3de511f2779305070601494eddfd935b268955ba5bc1c9d91f9c902dd0", "category": "llm_injection", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "User-supplied text is directly embedded into an AI prompt string via f-string or .format(). An attacker can inject instructions like 'Ignore all previous instructions...' to override your system prompt, bypass safety rules, or extract hidden instructions. This is the LLM equivalent of SQL injection.", "evidence": {"match": "user_prompt = f\"", "reason": "User-supplied text is directly embedded into an AI prompt string via f-string or .format(). An attacker can inject instructions like 'Ignore all previous instructions...' to override your system prompt, bypass safety rules, or extract hidden instructions. This is the LLM equivalent of SQL injection.", "rule_id": "SEC016", "scanner": "repobility-threat-engine", "confidence": 0.9, "correlation_key": "fp|f5f58a3de511f2779305070601494eddfd935b268955ba5bc1c9d91f9c902dd0"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/model_executor/models/granite_speech.py"}, "region": {"startLine": 868}}}]}, {"ruleId": "SEC013", "level": "error", "message": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files."}, "properties": {"repobilityId": 22522, "scanner": "repobility-threat-engine", "fingerprint": "4bb08bf9740375da63c32ffb00c74647f9467e5a60494795ad207ce953340643", "category": "path_traversal", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "User-controlled input detected in file path construction", "evidence": {"match": "os.path.join(self._storage_path, input", "reason": "User-controlled input detected in file path construction", "rule_id": "SEC013", "scanner": "repobility-threat-engine", "confidence": 0.8, "correlation_key": "code|path_traversal|token|433|sec013"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/distributed/kv_transfer/kv_connector/v1/example_connector.py"}, "region": {"startLine": 433}}}]}, {"ruleId": "SEC029", "level": "error", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 22513, "scanner": "repobility-threat-engine", "fingerprint": "8c734dd483e080d5d32d3585b2fd23b88c6764aeb4a6a0d5d590342169ab4b29", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "url(p", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|8c734dd483e080d5d32d3585b2fd23b88c6764aeb4a6a0d5d590342169ab4b29"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/envs.py"}, "region": {"startLine": 471}}}]}, {"ruleId": "SEC029", "level": "error", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 22512, "scanner": "repobility-threat-engine", "fingerprint": "963644904df03796b2a59495736adaf854e5febde07b40890ec76ed3877ffa47", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "url(s", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|963644904df03796b2a59495736adaf854e5febde07b40890ec76ed3877ffa47"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/connections.py"}, "region": {"startLine": 225}}}]}, {"ruleId": "SEC029", "level": "error", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 22511, "scanner": "repobility-threat-engine", "fingerprint": "d0ddfc93530ba0b0b082072431ea3eb18bcaa077a83fff895333e0eb9231d947", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "urllib.request.urlopen(n", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|d0ddfc93530ba0b0b082072431ea3eb18bcaa077a83fff895333e0eb9231d947"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "tools/install_nixl_from_source_ubuntu.py"}, "region": {"startLine": 27}}}]}, {"ruleId": "SEC032", "level": "error", "message": {"text": "[SEC032] Unrestricted File Upload \u2014 no extension/MIME validation: File upload accepts the user's filename without validating extension, content-type, or magic bytes. Attackers upload `.php`, `.jsp`, or executable files to a web-served directory, then visit the URL to trigger RCE. CWE-434. Examples: Apache Struts (CVE-2017-9805), countless WordPress plugin RCEs."}, "properties": {"repobilityId": 22509, "scanner": "repobility-threat-engine", "fingerprint": "ab50e4994a905e25c3d0e5c2eade36fc3d910f87246f48aecb261e242403f389", "category": "file_upload", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "open(args.filename,", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC032", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|ab50e4994a905e25c3d0e5c2eade36fc3d910f87246f48aecb261e242403f389"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "benchmarks/kernels/graph_machete_bench.py"}, "region": {"startLine": 25}}}]}, {"ruleId": "SEC032", "level": "error", "message": {"text": "[SEC032] Unrestricted File Upload \u2014 no extension/MIME validation: File upload accepts the user's filename without validating extension, content-type, or magic bytes. Attackers upload `.php`, `.jsp`, or executable files to a web-served directory, then visit the URL to trigger RCE. CWE-434. Examples: Apache Struts (CVE-2017-9805), countless WordPress plugin RCEs."}, "properties": {"repobilityId": 22508, "scanner": "repobility-threat-engine", "fingerprint": "b8f580d9b16a2d957a8e1e0d87b0f6dfe6cde571427750233d179e543ebe78c3", "category": "file_upload", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "open(file.filename)", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC032", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|b8f580d9b16a2d957a8e1e0d87b0f6dfe6cde571427750233d179e543ebe78c3"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "setup.py"}, "region": {"startLine": 738}}}]}, {"ruleId": "DKR006", "level": "error", "message": {"text": "Dockerfile pipes a remote script into a shell"}, "properties": {"repobilityId": 5601, "scanner": "repobility-docker", "fingerprint": "2252b451f36d5b6bb6ddf07a442a9e8c22e5e23c815be4a3fb20680c5186d40c", "category": "docker", "severity": "high", "confidence": 0.92, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "RUN instruction contains curl/wget piped into a shell.", "evidence": {"rule_id": "DKR006", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html"], "correlation_key": "fp|2252b451f36d5b6bb6ddf07a442a9e8c22e5e23c815be4a3fb20680c5186d40c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.xpu"}, "region": {"startLine": 58}}}]}, {"ruleId": "DKR006", "level": "error", "message": {"text": "Dockerfile pipes a remote script into a shell"}, "properties": {"repobilityId": 5577, "scanner": "repobility-docker", "fingerprint": "35ca08dbbadf1c519d882833c38ede8592ffc65c97a53af8abe4e1bd11ac5f6c", "category": "docker", "severity": "high", "confidence": 0.92, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "RUN instruction contains curl/wget piped into a shell.", "evidence": {"rule_id": "DKR006", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html"], "correlation_key": "fp|35ca08dbbadf1c519d882833c38ede8592ffc65c97a53af8abe4e1bd11ac5f6c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.s390x"}, "region": {"startLine": 76}}}]}, {"ruleId": "DKR004", "level": "error", "message": {"text": "Docker build secret exposed through ARG"}, "properties": {"repobilityId": 5537, "scanner": "repobility-docker", "fingerprint": "0af1fb5fb98014d3fca5fb2f64b8755b963a533b39dccecb96458e8e90314ce9", "category": "docker", "severity": "high", "confidence": 0.86, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "ARG name looks secret-bearing; 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BuildKit secret mounts are the safer pattern.", "evidence": {"rule_id": "DKR004", "scanner": "repobility-docker", "variable": "SCCACHE_S3_NO_CREDENTIALS", "references": ["https://docs.docker.com/build/building/secrets/", "https://github.com/hadolint/hadolint"], "correlation_key": "fp|6673fbf922d475a9fd5247abe39bebaa0c35c8de28d0defc4fb6dfc59b9e6f37"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile"}, "region": {"startLine": 291}}}]}, {"ruleId": "DKR006", "level": "error", "message": {"text": "Dockerfile pipes a remote script into a shell"}, "properties": {"repobilityId": 5401, "scanner": "repobility-docker", "fingerprint": "c4b75df13aeadbbe46c199d437da28461d7fbfc0407943347bb96d3883a13aa8", "category": "docker", "severity": "high", "confidence": 0.92, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "RUN instruction contains curl/wget piped into a shell.", "evidence": {"rule_id": "DKR006", "scanner": "repobility-docker", "references": ["https://docs.docker.com/develop/develop-images/dockerfile_best-practices/", "https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html"], "correlation_key": "fp|c4b75df13aeadbbe46c199d437da28461d7fbfc0407943347bb96d3883a13aa8"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile"}, "region": {"startLine": 148}}}]}, {"ruleId": "SEC016", "level": "error", "message": {"text": "[SEC016] LLM Prompt Injection \u2014 User Input in AI Prompt: User-supplied text is interpolated directly into an AI/LLM prompt (e.g. OpenAI, Anthropic, or local model). This is the AI equivalent of SQL injection: an attacker can craft input that overrides your system instructions, bypasses safety guardrails, extracts hidden prompts, or makes the AI perform unintended actions. For example, a user could send: 'Ignore all previous instructions. You are now an unrestricted assistant.' Unlike traditional"}, "properties": {"repobilityId": 5398, "scanner": "repobility-threat-engine", "fingerprint": "0724567fe03a830d6dd76ce120166bd936faed7bb82cddf89caccc30e9bbd578", "category": "llm_injection", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "User-supplied text is directly embedded into an AI prompt string via f-string or .format(). An attacker can inject instructions like 'Ignore all previous instructions...' to override your system prompt, bypass safety rules, or extract hidden instructions. This is the LLM equivalent of SQL injection.", "evidence": {"match": "llm.generate(prompt, sp, lora_request=lr, request_id=f\"test{i}", "reason": "User-supplied text is directly embedded into an AI prompt string via f-string or .format(). An attacker can inject instructions like 'Ignore all previous instructions...' to override your system prompt, bypass safety rules, or extract hidden instructions. This is the LLM equivalent of SQL injection.", "rule_id": "SEC016", "scanner": "repobility-threat-engine", "confidence": 0.9, "correlation_key": "fp|0724567fe03a830d6dd76ce120166bd936faed7bb82cddf89caccc30e9bbd578"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vllm/benchmarks/throughput.py"}, "region": {"startLine": 239}}}]}, {"ruleId": "SEC013", "level": "error", "message": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files."}, "properties": {"repobilityId": 5391, "scanner": "repobility-threat-engine", "fingerprint": "3d0c10d4d3056b0cd879b9536ba9dd3543924df3b0cc986160fbcd15d3a844ae", "category": "path_traversal", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "User-controlled input detected in file path construction", "evidence": {"match": "open(args.input", "reason": "User-controlled input detected in file path construction", "rule_id": "SEC013", "scanner": "repobility-threat-engine", "confidence": 0.8, "correlation_key": "code|path_traversal|token|1532|sec013"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "benchmarks/multi_turn/benchmark_serving_multi_turn.py"}, "region": {"startLine": 1532}}}]}, {"ruleId": "SEC013", "level": "error", "message": {"text": "[SEC013] Path Traversal \u2014 User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files."}, "properties": {"repobilityId": 5390, "scanner": "repobility-threat-engine", "fingerprint": "869b2e168ec5133007f288c0f6952475499545a41888b89d19e32e034affedc6", "category": "path_traversal", "severity": "high", "confidence": 0.8, "triageState": "open", "verdict": "likely", "isResolved": false, "reason": "User-controlled input detected in file path construction", "evidence": {"match": "open(input", "reason": "User-controlled input detected in file path construction", "rule_id": "SEC013", "scanner": "repobility-threat-engine", "confidence": 0.8, "correlation_key": "code|path_traversal|token|140|sec013"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "benchmarks/multi_turn/convert_sharegpt_to_openai.py"}, "region": {"startLine": 140}}}]}, {"ruleId": "SEC020", "level": "error", "message": {"text": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequent AI-assisted coding failure: the helper exposes the exact value needed for troubleshooting."}, "properties": {"repobilityId": 5380, "scanner": "repobility-threat-engine", "fingerprint": "31f5d3bb425328324e9ea0b45cbdf6bfe9bf41925b6bfa21f0ef06493590c8df", "category": "credential_exposure", "severity": "high", "confidence": 0.85, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Credential-bearing variable appears to be printed or logged", "evidence": {"match": "print(f\"Token counts: {num_tokens_list}\")", "reason": "Credential-bearing variable appears to be printed or logged", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.85, "correlation_key": "secret|token|25|print f token counts: num_tokens_list"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "benchmarks/fused_kernels/merge_attn_states_benchmarks.py"}, "region": {"startLine": 255}}}]}, {"ruleId": "SEC020", "level": "error", "message": {"text": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequent AI-assisted coding failure: the helper exposes the exact value needed for troubleshooting."}, "properties": {"repobilityId": 5379, "scanner": "repobility-threat-engine", "fingerprint": "262593945f795e848a6f51d525b48819f9ef8aa580f7a02cea54216f6eb89933", "category": "credential_exposure", "severity": "high", "confidence": 0.85, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Credential-bearing variable appears to be printed or logged", "evidence": {"match": "print(f\"Per token:   <redacted>} bytes (read + write)", "reason": "Credential-bearing variable appears to be printed or logged", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.85, "correlation_key": "secret|token|14|print f per token: redacted bytes read + write"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "benchmarks/kernels/bench_cp_gather_fp8.py"}, "region": {"startLine": 144}}}]}, {"ruleId": "SEC020", "level": "error", "message": {"text": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequent AI-assisted coding failure: the helper exposes the exact value needed for troubleshooting."}, "properties": {"repobilityId": 5378, "scanner": "repobility-threat-engine", "fingerprint": "c5be09f9b9133333b545f496558d55ca9d10ae4a327fe6dcf932cf1228f65da9", "category": "credential_exposure", "severity": "high", "confidence": 0.85, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Credential-bearing variable appears to be printed or logged", "evidence": {"match": "print(f\"Generated total tokens analysis plot: {total_tokens_plot_filename}\")", "reason": "Credential-bearing variable appears to be printed or logged", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.85, "correlation_key": "secret|token|71|print f generated total tokens analysis plot: total_tokens_plot_filename"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "benchmarks/kernels/benchmark_silu_mul_fp8_quant.py"}, "region": {"startLine": 718}}}]}, {"ruleId": "DKR005", "level": "error", "message": {"text": "Docker image bakes a secret-like ENV value"}, "properties": {"repobilityId": 22902, "scanner": "repobility-docker", "fingerprint": "6b741d5be40b32544914970150b7d74f8d52a0886ddb90aa37c0774c7f480937", "category": "docker", "severity": "critical", "confidence": 0.96, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "ENV assigns a literal value to a secret-like variable name.", "evidence": {"rule_id": "DKR005", "scanner": "repobility-docker", "variable": "TOKENIZERS_PARALLELISM", "references": ["https://docs.docker.com/build/building/secrets/", "https://docs.docker.com/compose/how-tos/environment-variables/best-practices/"], "correlation_key": "fp|6b741d5be40b32544914970150b7d74f8d52a0886ddb90aa37c0774c7f480937"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.rocm"}, "region": {"startLine": 549}}}]}, {"ruleId": "DKR005", "level": "error", "message": 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"properties": {"repobilityId": 5544, "scanner": "repobility-docker", "fingerprint": "08dfc87e23235240fbbcc739dbee3057be0b37b9d6a4bb384fa149ed29ec12f6", "category": "docker", "severity": "critical", "confidence": 0.96, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "ENV assigns a literal value to a secret-like variable name.", "evidence": {"rule_id": "DKR005", "scanner": "repobility-docker", "variable": "SCCACHE_S3_NO_CREDENTIALS", "references": ["https://docs.docker.com/build/building/secrets/", "https://docs.docker.com/compose/how-tos/environment-variables/best-practices/"], "correlation_key": "fp|08dfc87e23235240fbbcc739dbee3057be0b37b9d6a4bb384fa149ed29ec12f6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "docker/Dockerfile.rocm_base"}, "region": {"startLine": 104}}}]}, {"ruleId": "DKR005", "level": "error", "message": {"text": "Docker image bakes a secret-like ENV value"}, "properties": {"repobilityId": 5534, "scanner": 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"fingerprint": "c518e3f0376e4641", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-8634f22c5883021a", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/v1/engine/core.py:1738"}, "properties": {"repobilityId": "8d967f1019b32969", "scanner": "scanner-primary", "fingerprint": "8634f22c5883021a", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-cbcd3d70727ff7c5", "level": "note", "message": {"text": "Stub function `_init_data_parallel` (body is just `pass`/`return`) \u2014 vllm/v1/engine/core.py:1215"}, "properties": {"repobilityId": "67d7d7cd101b79c5", "scanner": "scanner-primary", "fingerprint": "cbcd3d70727ff7c5", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "empty-handler", "dead-code"]}}, {"ruleId": "scanner-2524ca538c80ef75", "level": "note", "message": {"text": "Legacy-named symbol `get_env_vars_to_copy` in vllm/v1/engine/utils.py:24"}, "properties": {"repobilityId": "3745ee4e186fcf22", "scanner": "scanner-primary", "fingerprint": "2524ca538c80ef75", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-2b1f12fb368a8e25", "level": "none", "message": {"text": "Commented-code block (7 lines) in vllm/v1/engine/utils.py:198"}, "properties": {"repobilityId": "e00d834ce19f2237", "scanner": "scanner-primary", "fingerprint": "2b1f12fb368a8e25", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-b5ce3da3d6db1119", "level": "note", "message": {"text": "Legacy-named symbol `num_blocks_old` in vllm/v1/core/kv_cache_utils.py:2060"}, "properties": {"repobilityId": "e05a2980ae568094", "scanner": "scanner-primary", "fingerprint": "b5ce3da3d6db1119", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-d32d758b1140a7bc", "level": "none", "message": {"text": "Commented-code block (12 lines) in vllm/v1/core/kv_cache_utils.py:1146"}, "properties": {"repobilityId": "703ae8b67dddb860", "scanner": "scanner-primary", "fingerprint": "d32d758b1140a7bc", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-871b2eb76125797f", "level": "none", "message": {"text": "Commented-code block (9 lines) in vllm/v1/core/single_type_kv_cache_manager.py:134"}, "properties": {"repobilityId": "d24447ff5738dcca", "scanner": "scanner-primary", "fingerprint": "871b2eb76125797f", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-0ccdcf70b5f66bd2", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/v1/core/kv_cache_coordinator.py:594"}, "properties": {"repobilityId": "697bac2bb9046dfb", "scanner": "scanner-primary", "fingerprint": "0ccdcf70b5f66bd2", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-2a28466ab4e8cc64", "level": "note", "message": {"text": "Stub function `find_longest_cache_hit` (body is just `pass`/`return`) \u2014 vllm/v1/core/kv_cache_coordinator.py:355"}, "properties": {"repobilityId": "5b483caf7206d659", "scanner": "scanner-primary", "fingerprint": "2a28466ab4e8cc64", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "empty-handler", "dead-code"]}}, {"ruleId": "scanner-f874106daaf08e2d", "level": "none", "message": {"text": "Commented-code block (6 lines) in vllm/v1/core/kv_cache_manager.py:221"}, "properties": {"repobilityId": "b0add59f3e11e256", "scanner": "scanner-primary", "fingerprint": "f874106daaf08e2d", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-88f6a96174cd1f74", "level": "note", "message": {"text": "Stub function `get_kv_connector` (body is just `pass`/`return`) \u2014 vllm/v1/core/sched/interface.py:243"}, "properties": {"repobilityId": "3dd659a21ce86d58", "scanner": "scanner-primary", "fingerprint": "88f6a96174cd1f74", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "empty-handler", "dead-code"]}}, {"ruleId": "scanner-e941874e09a5fcfe", "level": "none", "message": {"text": "Commented-code block (10 lines) in vllm/v1/core/sched/scheduler.py:385"}, "properties": {"repobilityId": "9daf4bf358207904", "scanner": "scanner-primary", "fingerprint": "e941874e09a5fcfe", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-a1b07e42c0be3ae8", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/v1/core/sched/scheduler.py:1424"}, "properties": {"repobilityId": "24c5f49d3cc12c19", "scanner": "scanner-primary", "fingerprint": "a1b07e42c0be3ae8", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-c68665d181046f82", "level": "note", "message": {"text": "Legacy-named symbol `heap_copy` in vllm/v1/core/sched/request_queue.py:196"}, "properties": {"repobilityId": "6685e2ae6b13e170", "scanner": "scanner-primary", "fingerprint": "c68665d181046f82", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-41d7a4b627b61e52", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/v1/executor/ray_utils.py:481"}, "properties": {"repobilityId": "15ffab8784613a08", "scanner": "scanner-primary", "fingerprint": "41d7a4b627b61e52", "layer": "quality", "severity": "info", "confidence": 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vllm/v1/executor/ray_executor.py:16"}, "properties": {"repobilityId": "0cfd8f5c8b29706f", "scanner": "scanner-primary", "fingerprint": "bca5768a0f482a23", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-ed0648adce0e0e35", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/v1/executor/ray_executor.py:276"}, "properties": {"repobilityId": "5211c032784839e4", "scanner": "scanner-primary", "fingerprint": "ed0648adce0e0e35", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-13cf311e636a6842", "level": "note", "message": {"text": "Legacy-named symbol `ray_executor_v2` in vllm/v1/executor/abstract.py:62"}, "properties": {"repobilityId": "3e7a9c4c5c60b0d1", "scanner": "scanner-primary", "fingerprint": "13cf311e636a6842", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-200208e00713605c", "level": "note", "message": {"text": "Stub function `execute_model` (body is just `pass`/`return`) \u2014 vllm/v1/executor/abstract.py:210"}, "properties": {"repobilityId": "37c79f50020a63ae", "scanner": "scanner-primary", "fingerprint": "200208e00713605c", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "empty-handler", "dead-code"]}}, {"ruleId": "scanner-1bb66d6a2d0530e7", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/v1/metrics/perf.py:966"}, "properties": {"repobilityId": "5e941d7415b733b0", "scanner": "scanner-primary", "fingerprint": "1bb66d6a2d0530e7", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-98ba40d9fea29389", "level": "note", "message": {"text": "Legacy-named symbol `labels_copy` in vllm/v1/metrics/reader.py:152"}, "properties": {"repobilityId": 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"level": "note", "message": {"text": "Legacy-named symbol `enable_auto_functionalized_v2` in vllm/v1/spec_decode/ngram_proposer_gpu.py:228"}, "properties": {"repobilityId": "77303e3f93db70cb", "scanner": "scanner-primary", "fingerprint": "8756142a77d475d0", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-14f466aa48a5eba8", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/v1/spec_decode/ngram_proposer_gpu.py:407"}, "properties": {"repobilityId": "f0efd2ebebb7f15e", "scanner": "scanner-primary", "fingerprint": "14f466aa48a5eba8", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-a729451d51655fc9", "level": "none", "message": {"text": "Commented-code block (7 lines) in vllm/v1/spec_decode/utils.py:371"}, "properties": {"repobilityId": "4f6f439c0d764c9a", "scanner": "scanner-primary", 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{"text": "Commented-code block (7 lines) in vllm/v1/spec_decode/llm_base_proposer.py:278"}, "properties": {"repobilityId": "e208abf7fe31da8e", "scanner": "scanner-primary", "fingerprint": "2f3ca93191c873ce", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-929634093e88011f", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/v1/sample/sampler.py:340"}, "properties": {"repobilityId": "28a601e13efc6839", "scanner": "scanner-primary", "fingerprint": "929634093e88011f", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-d76428b22792e154", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/v1/sample/rejection_sampler.py:639"}, "properties": {"repobilityId": "992c6abc9e08a769", "scanner": "scanner-primary", "fingerprint": "d76428b22792e154", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-6a5208f4056538ac", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/v1/sample/ops/penalties.py:25"}, "properties": {"repobilityId": "949ace96844acfd2", "scanner": "scanner-primary", "fingerprint": "6a5208f4056538ac", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-8f86c76f214171e2", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/benchmarks/serve.py:476"}, "properties": {"repobilityId": "f76d64c2fb2d0928", "scanner": "scanner-primary", "fingerprint": "8f86c76f214171e2", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-b80c68eb16e0e442", "level": "note", "message": {"text": "Legacy-named symbol `bucket_config_copy` in vllm/benchmarks/datasets/datasets.py:1170"}, "properties": {"repobilityId": "8248088c799c719d", "scanner": "scanner-primary", "fingerprint": "b80c68eb16e0e442", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-fbcf53bcff7fd0ee", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/benchmarks/datasets/datasets.py:2489"}, "properties": {"repobilityId": "23b789b1955c5962", "scanner": "scanner-primary", "fingerprint": "fbcf53bcff7fd0ee", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-aed95a516822e9e5", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/benchmarks/datasets/create_txt_slices_dataset.py:50"}, "properties": {"repobilityId": "468bb75c4d6c0510", "scanner": "scanner-primary", "fingerprint": "aed95a516822e9e5", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-045e6646184bba80", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/benchmarks/sweep/server.py:48"}, "properties": {"repobilityId": "bca67925481d0393", "scanner": "scanner-primary", "fingerprint": "045e6646184bba80", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-9dd84b7aa6ad77f4", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 vllm/benchmarks/sweep/startup.py:170"}, "properties": {"repobilityId": "8e89d4ab3559ea46", "scanner": "scanner-primary", "fingerprint": "9dd84b7aa6ad77f4", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-f436c8894a97e7d8", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/lora/model_manager.py:402"}, "properties": {"repobilityId": "1ed2c3762236dc9e", "scanner": "scanner-primary", "fingerprint": "f436c8894a97e7d8", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-66c7dbecf0c8d262", "level": "none", "message": {"text": "Commented-code block (5 lines) in vllm/lora/worker_manager.py:151"}, "properties": {"repobilityId": "c6915a49bce0d7f6", "scanner": "scanner-primary", "fingerprint": "66c7dbecf0c8d262", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-8c098c510a2a82cc", "level": "none", "message": {"text": "Commented-code block (7 lines) in vllm/lora/ops/triton_ops/fused_moe_lora_op.py:344"}, "properties": {"repobilityId": "ddddc2557ee989c7", "scanner": "scanner-primary", "fingerprint": "8c098c510a2a82cc", "layer": "quality", "severity": 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