{"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": "scanner-7c8bea895eee5143", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "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-aaf13c125adb5731", "name": "Possibly dead Python function: init_weights", "shortDescription": {"text": "Possibly dead Python function: init_weights"}, "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-8a13bec4ef1135f7", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "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-8ef23aa9ef9f5e64", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "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-0bfca18706749373", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "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-9bacc3a8f17f35e9", "name": "Possibly dead Python function: worker", "shortDescription": {"text": "Possibly dead Python function: worker"}, "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-a9a03fc33749292f", "name": "Possibly dead Python function: worker", "shortDescription": {"text": "Possibly dead Python function: worker"}, "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-a9d2001ad624d3c3", "name": "Possibly dead Python function: worker", "shortDescription": {"text": "Possibly dead Python function: worker"}, "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-757b5058133aebb2", "name": "Possibly dead Python function: worker", "shortDescription": {"text": "Possibly dead Python function: worker"}, "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-4fedf01ceed797b9", "name": "Insecure pattern 'direct_innerhtml_assignment' in design/mockup.html:458", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in design/mockup.html:458"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9dc77fa6c165338b", "name": "Insecure pattern 'direct_innerhtml_assignment' in design/mockup-alt-1480.html:433", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in design/mockup-alt-1480.html:433"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 83 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 79 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 15 placeholder/mock markers across 6 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing ci, tests. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-bea357a6497a2d5d", "name": "Agent authority lacks a verifier contract: CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2679282aa1c484b5", "name": "Agent authority lacks a verifier contract: AGENTS.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: AGENTS.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-e725d2ab884fbd49", "name": "Multiple root agent instruction files without precedence", "shortDescription": {"text": "Multiple root agent instruction files without precedence"}, "fullDescription": {"text": "The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0ad49095d9fab8bc", "name": "`fetch()` without try/.catch or AbortSignal \u2014 frontend/src/lib/api.ts:223", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 frontend/src/lib/api.ts:223"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-cb1a2c7fa7ae099d", "name": "Legacy-named symbol `report_v2` in docs/Back/build_manual_v3.py:1", "shortDescription": {"text": "Legacy-named symbol `report_v2` in docs/Back/build_manual_v3.py:1"}, "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-fd1f50b5f362e2da", "name": "Legacy-named symbol `report_v2` in docs/Back/build_manual_v2.py:561", "shortDescription": {"text": "Legacy-named symbol `report_v2` in docs/Back/build_manual_v2.py:561"}, "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-e2011a45ba726b0e", "name": "Commented-code block (5 lines) in backend/app/models/diffusion.py:304", "shortDescription": {"text": "Commented-code block (5 lines) in backend/app/models/diffusion.py:304"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-05b09930dde4e8d5", "name": "Commented-code block (5 lines) in backend/app/services/ae_service.py:437", "shortDescription": {"text": "Commented-code block (5 lines) in backend/app/services/ae_service.py:437"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-49c98f7cedd9c977", "name": "Near-duplicate function bodies in 4 places", "shortDescription": {"text": "Near-duplicate function bodies in 4 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nbackend/app/models/gan.py:forward, backend/app/models/gan.py:forward, backend/app/models/gan.py:forward, backend/app/models/gan.py:forward\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nbackend/app/models/diffusion.py:make_beta_schedule_linear, backend/app/models/diffusion.py:make_beta_schedule\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-02525d39071dd2c7", "name": "Near-duplicate function bodies in 5 places", "shortDescription": {"text": "Near-duplicate function bodies in 5 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nbackend/app/models/diffusion.py:forward, backend/app/models/diffusion.py:forward, backend/app/models/diffusion.py:forward, backend/app/models/diffusion.py:forward\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-0027e313ade46c8f", "name": "Near-duplicate function bodies in 7 places", "shortDescription": {"text": "Near-duplicate function bodies in 7 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nbackend/app/models/vae.py:forward, backend/app/models/vae.py:forward, backend/app/models/vae.py:forward, backend/app/models/ae.py:forward\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-be46ea126aa5d8dc", "name": "Near-duplicate function bodies in 3 places", "shortDescription": {"text": "Near-duplicate function bodies in 3 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nbackend/app/models/ae.py:encode, backend/app/models/ae.py:encode, backend/app/models/ae.py:encode\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b960721b67496ae2", "name": "FastAPI POST `set_hyperparams` without auth dependency \u2014 backend/app/routers/gan.py:61", "shortDescription": {"text": "FastAPI POST `set_hyperparams` without auth dependency \u2014 backend/app/routers/gan.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-ee1c8c19b82c1b1b", "name": "FastAPI POST `set_arch` without auth dependency \u2014 backend/app/routers/gan.py:67", "shortDescription": {"text": "FastAPI POST `set_arch` without auth dependency \u2014 backend/app/routers/gan.py:67"}, "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-471ca175a915f73f", "name": "FastAPI POST `train` without auth dependency \u2014 backend/app/routers/gan.py:81", "shortDescription": {"text": "FastAPI POST `train` without auth dependency \u2014 backend/app/routers/gan.py:81"}, "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-f6e4b34f2d85b6dd", "name": "FastAPI POST `cancel` without auth dependency \u2014 backend/app/routers/gan.py:108", "shortDescription": {"text": "FastAPI POST `cancel` without auth dependency \u2014 backend/app/routers/gan.py:108"}, "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-fcadf5b49cbd592c", "name": "FastAPI POST `generate` without auth dependency \u2014 backend/app/routers/gan.py:114", "shortDescription": {"text": "FastAPI POST `generate` without auth dependency \u2014 backend/app/routers/gan.py:114"}, "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-e78cab4d90612ddf", "name": "FastAPI POST `interpolate` without auth dependency \u2014 backend/app/routers/gan.py:120", "shortDescription": {"text": "FastAPI POST `interpolate` without auth dependency \u2014 backend/app/routers/gan.py:120"}, "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-e2e7effa3a44523b", "name": "FastAPI POST `set_arch` without auth dependency \u2014 backend/app/routers/diffusion.py:74", "shortDescription": {"text": "FastAPI POST `set_arch` without auth dependency \u2014 backend/app/routers/diffusion.py:74"}, "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-1e4d6d2651c6dae0", "name": "FastAPI POST `train` without auth dependency \u2014 backend/app/routers/diffusion.py:89", "shortDescription": {"text": "FastAPI POST `train` without auth dependency \u2014 backend/app/routers/diffusion.py:89"}, "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-f3726c9a65bc070d", "name": "FastAPI POST `cancel` without auth dependency \u2014 backend/app/routers/diffusion.py:119", "shortDescription": {"text": "FastAPI POST `cancel` without auth dependency \u2014 backend/app/routers/diffusion.py:119"}, "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-cfcd39222fe15a46", "name": "FastAPI POST `generate` without auth dependency \u2014 backend/app/routers/diffusion.py:125", "shortDescription": {"text": "FastAPI POST `generate` without auth dependency \u2014 backend/app/routers/diffusion.py:125"}, "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-06c6ebe483e46c1b", "name": "FastAPI POST `trajectory` without auth dependency \u2014 backend/app/routers/diffusion.py:131", "shortDescription": {"text": "FastAPI POST `trajectory` without auth dependency \u2014 backend/app/routers/diffusion.py:131"}, "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-487565d4a07297b0", "name": "FastAPI POST `upload` without auth dependency \u2014 backend/app/routers/upload.py:13", "shortDescription": {"text": "FastAPI POST `upload` without auth dependency \u2014 backend/app/routers/upload.py:13"}, "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-5d42da07e9e7066d", "name": "FastAPI POST `set_hyperparams` without auth dependency \u2014 backend/app/routers/vae.py:89", "shortDescription": {"text": "FastAPI POST `set_hyperparams` without auth dependency \u2014 backend/app/routers/vae.py:89"}, "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-fa2a8d1bc966d873", "name": "FastAPI POST `set_arch` without auth dependency \u2014 backend/app/routers/vae.py:95", "shortDescription": {"text": "FastAPI POST `set_arch` without auth dependency \u2014 backend/app/routers/vae.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-8e164c7a1cc874c9", "name": "FastAPI POST `train` without auth dependency \u2014 backend/app/routers/vae.py:109", "shortDescription": {"text": "FastAPI POST `train` without auth dependency \u2014 backend/app/routers/vae.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-d4613763864fa1bc", "name": "FastAPI POST `cancel` without auth dependency \u2014 backend/app/routers/vae.py:136", "shortDescription": {"text": "FastAPI POST `cancel` without auth dependency \u2014 backend/app/routers/vae.py:136"}, "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-af8277e11e51efc0", "name": "FastAPI POST `gridsearch` without auth dependency \u2014 backend/app/routers/vae.py:142", "shortDescription": {"text": "FastAPI POST `gridsearch` without auth dependency \u2014 backend/app/routers/vae.py:142"}, "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-77b537b83927417c", "name": "FastAPI POST `reconstruct` without auth dependency \u2014 backend/app/routers/vae.py:166", "shortDescription": {"text": "FastAPI POST `reconstruct` without auth dependency \u2014 backend/app/routers/vae.py:166"}, "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-aa6c7977f7a8277f", "name": "FastAPI POST `generate` without auth dependency \u2014 backend/app/routers/vae.py:172", "shortDescription": {"text": "FastAPI POST `generate` without auth dependency \u2014 backend/app/routers/vae.py:172"}, "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-831dad0f76e0171e", "name": "FastAPI POST `neighbors` without auth dependency \u2014 backend/app/routers/vae.py:192", "shortDescription": {"text": "FastAPI POST `neighbors` without auth dependency \u2014 backend/app/routers/vae.py:192"}, "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-b985b30aa5b0c174", "name": "FastAPI POST `cluster` without auth dependency \u2014 backend/app/routers/vae.py:198", "shortDescription": {"text": "FastAPI POST `cluster` without auth dependency \u2014 backend/app/routers/vae.py:198"}, "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-9e96b184e9f524c9", "name": "FastAPI POST `interpolate` without auth dependency \u2014 backend/app/routers/vae.py:204", "shortDescription": {"text": "FastAPI POST `interpolate` without auth dependency \u2014 backend/app/routers/vae.py:204"}, "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-541dca8c017a83a2", "name": "FastAPI POST `set_hyperparams` without auth dependency \u2014 backend/app/routers/autoencoder.py:82", "shortDescription": {"text": "FastAPI POST `set_hyperparams` without auth dependency \u2014 backend/app/routers/autoencoder.py:82"}, "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-62aec7078914527d", "name": "FastAPI POST `set_arch` without auth dependency \u2014 backend/app/routers/autoencoder.py:88", "shortDescription": {"text": "FastAPI POST `set_arch` without auth dependency \u2014 backend/app/routers/autoencoder.py:88"}, "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-0bf9dd4484bac849", "name": "FastAPI POST `train` without auth dependency \u2014 backend/app/routers/autoencoder.py:102", "shortDescription": {"text": "FastAPI POST `train` without auth dependency \u2014 backend/app/routers/autoencoder.py:102"}, "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-528acf5784833661", "name": "FastAPI POST `cancel` without auth dependency \u2014 backend/app/routers/autoencoder.py:129", "shortDescription": {"text": "FastAPI POST `cancel` without auth dependency \u2014 backend/app/routers/autoencoder.py:129"}, "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-38bb7ed17517a374", "name": "FastAPI POST `gridsearch` without auth dependency \u2014 backend/app/routers/autoencoder.py:135", "shortDescription": {"text": "FastAPI POST `gridsearch` without auth dependency \u2014 backend/app/routers/autoencoder.py:135"}, "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-7e5c931cdaaa3a5c", "name": "FastAPI POST `reconstruct` without auth dependency \u2014 backend/app/routers/autoencoder.py:159", "shortDescription": {"text": "FastAPI POST `reconstruct` without auth dependency \u2014 backend/app/routers/autoencoder.py:159"}, "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-03c3fb3eca981ba5", "name": "FastAPI POST `neighbors` without auth dependency \u2014 backend/app/routers/autoencoder.py:178", "shortDescription": {"text": "FastAPI POST `neighbors` without auth dependency \u2014 backend/app/routers/autoencoder.py:178"}, "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-b70f260d53bfa77b", "name": "FastAPI POST `cluster` without auth dependency \u2014 backend/app/routers/autoencoder.py:184", "shortDescription": {"text": "FastAPI POST `cluster` without auth dependency \u2014 backend/app/routers/autoencoder.py:184"}, "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-6f8b75339c3dbf94", "name": "FastAPI POST `interpolate` without auth dependency \u2014 backend/app/routers/autoencoder.py:190", "shortDescription": {"text": "FastAPI POST `interpolate` without auth dependency \u2014 backend/app/routers/autoencoder.py:190"}, "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-5474fb8e9e234282", "name": "Dangling fetch: POST /api/vae/train/cancel (frontend/src/lib/api-vae.ts:136)", "shortDescription": {"text": "Dangling fetch: POST /api/vae/train/cancel (frontend/src/lib/api-vae.ts:136)"}, "fullDescription": {"text": "`frontend/src/lib/api-vae.ts:136` calls `POST /api/vae/train/cancel` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/vae/train/cancel`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-a42ddfb0b447be4a", "name": "Dangling fetch: POST /api/vae/train/cancel (frontend/src/lib/api-vae.ts:152)", "shortDescription": {"text": "Dangling fetch: POST /api/vae/train/cancel (frontend/src/lib/api-vae.ts:152)"}, "fullDescription": {"text": "`frontend/src/lib/api-vae.ts:152` calls `POST /api/vae/train/cancel` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/vae/train/cancel`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-28f8bae0b8d166cb", "name": "Dangling fetch: POST /api/gan/train/cancel (frontend/src/lib/api-gan.ts:104)", "shortDescription": {"text": "Dangling fetch: POST /api/gan/train/cancel (frontend/src/lib/api-gan.ts:104)"}, "fullDescription": {"text": "`frontend/src/lib/api-gan.ts:104` calls `POST /api/gan/train/cancel` but no backend route matches that path. This is a runtime 404 waiting to happen.\n\nTool: fetch\nNormalized path used for matching: `/gan/train/cancel`\nIf this points at an external API, prefix it with `https://` so the matcher skips it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "high", "confidence": 1.0}}, {"id": "scanner-cab780c1486a8a1d", "name": "Unused endpoint: POST /hyperparams", "shortDescription": {"text": "Unused endpoint: POST /hyperparams"}, "fullDescription": {"text": "`backend/app/routers/gan.py` declares `POST /hyperparams` 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-c0fbb995b9fa35e1", "name": "Unused endpoint: POST /arch", "shortDescription": {"text": "Unused endpoint: POST /arch"}, "fullDescription": {"text": "`backend/app/routers/gan.py` declares `POST /arch` 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-4b23721bf19f6dc2", "name": "Unused endpoint: POST /train", "shortDescription": {"text": "Unused endpoint: POST /train"}, "fullDescription": {"text": "`backend/app/routers/gan.py` declares `POST /train` 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-e8ae497476e6cae3", "name": "Unused endpoint: POST /train/cancel", "shortDescription": {"text": "Unused endpoint: POST /train/cancel"}, "fullDescription": {"text": "`backend/app/routers/gan.py` declares `POST /train/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-970eb92d6ec2bfaa", "name": "Unused endpoint: POST /generate", "shortDescription": {"text": "Unused endpoint: POST /generate"}, "fullDescription": {"text": "`backend/app/routers/gan.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-eb4781364c324a84", "name": "Unused endpoint: POST /interpolate", "shortDescription": {"text": "Unused endpoint: POST /interpolate"}, "fullDescription": {"text": "`backend/app/routers/gan.py` declares `POST /interpolate` 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-eb921a7445ba2a2c", "name": "Unused endpoint: POST /trajectory", "shortDescription": {"text": "Unused endpoint: POST /trajectory"}, "fullDescription": {"text": "`backend/app/routers/diffusion.py` declares `POST /trajectory` 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-4756b4c4da7d2088", "name": "Unused endpoint: GET /api/health", "shortDescription": {"text": "Unused endpoint: GET /api/health"}, "fullDescription": {"text": "`backend/app/routers/health.py` declares `GET /api/health` 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-536fc60d1287e634", "name": "Unused endpoint: POST /api/upload", "shortDescription": {"text": "Unused endpoint: POST /api/upload"}, "fullDescription": {"text": "`backend/app/routers/upload.py` declares `POST /api/upload` 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-6b8a8169bc3073d0", "name": "Unused endpoint: POST /gridsearch", "shortDescription": {"text": "Unused endpoint: POST /gridsearch"}, "fullDescription": {"text": "`backend/app/routers/vae.py` declares `POST /gridsearch` 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-19090e7fddbe52f3", "name": "Unused endpoint: POST /reconstruct", "shortDescription": {"text": "Unused endpoint: POST /reconstruct"}, "fullDescription": {"text": "`backend/app/routers/vae.py` declares `POST /reconstruct` 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-b2fc55c73e2e45e3", "name": "Unused endpoint: GET /projection", "shortDescription": {"text": "Unused endpoint: GET /projection"}, "fullDescription": {"text": "`backend/app/routers/vae.py` declares `GET /projection` 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-8e74b98e8d885811", "name": "Unused endpoint: POST /neighbors", "shortDescription": {"text": "Unused endpoint: POST /neighbors"}, "fullDescription": {"text": "`backend/app/routers/vae.py` declares `POST /neighbors` 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-8dc0149c5f1c775c", "name": "Unused endpoint: POST /cluster", "shortDescription": {"text": "Unused endpoint: POST /cluster"}, "fullDescription": {"text": "`backend/app/routers/vae.py` declares `POST /cluster` 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-963710f42a2c8219", "name": "Unused endpoint: GET /api/status", "shortDescription": {"text": "Unused endpoint: GET /api/status"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `GET /api/status` 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-dbbb85ac12970154", "name": "Unused endpoint: POST /api/hyperparams", "shortDescription": {"text": "Unused endpoint: POST /api/hyperparams"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `POST /api/hyperparams` 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-cd16b2745985672f", "name": "Unused endpoint: POST /api/arch", "shortDescription": {"text": "Unused endpoint: POST /api/arch"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `POST /api/arch` 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-e0e3b09d89edc7f3", "name": "Unused endpoint: POST /api/train", "shortDescription": {"text": "Unused endpoint: POST /api/train"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `POST /api/train` 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-3e54d4385faf2ff7", "name": "Unused endpoint: POST /api/train/cancel", "shortDescription": {"text": "Unused endpoint: POST /api/train/cancel"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `POST /api/train/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-b38e3f4dd7b70cb0", "name": "Unused endpoint: POST /api/gridsearch", "shortDescription": {"text": "Unused endpoint: POST /api/gridsearch"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `POST /api/gridsearch` 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-1385ded225ded56d", "name": "Unused endpoint: POST /api/reconstruct", "shortDescription": {"text": "Unused endpoint: POST /api/reconstruct"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `POST /api/reconstruct` 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-30ebd8b02a460b20", "name": "Unused endpoint: GET /api/metrics", "shortDescription": {"text": "Unused endpoint: GET /api/metrics"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `GET /api/metrics` 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-c56cab1d25b80bc0", "name": "Unused endpoint: GET /api/projection", "shortDescription": {"text": "Unused endpoint: GET /api/projection"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `GET /api/projection` 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-f67dc3e6f7eee463", "name": "Unused endpoint: POST /api/neighbors", "shortDescription": {"text": "Unused endpoint: POST /api/neighbors"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `POST /api/neighbors` 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-e92294a71b6015a0", "name": "Unused endpoint: POST /api/cluster", "shortDescription": {"text": "Unused endpoint: POST /api/cluster"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `POST /api/cluster` 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-63e6d1aca5417dfc", "name": "Unused endpoint: POST /api/interpolate", "shortDescription": {"text": "Unused endpoint: POST /api/interpolate"}, "fullDescription": {"text": "`backend/app/routers/autoencoder.py` declares `POST /api/interpolate` 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-bc1afb9c1261643f", "name": "Unused endpoint: GET /api/info", "shortDescription": {"text": "Unused endpoint: GET /api/info"}, "fullDescription": {"text": "`backend/app/routers/dataset.py` declares `GET /api/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-b126e2320015f73b", "name": "Unused endpoint: GET /api/samples", "shortDescription": {"text": "Unused endpoint: GET /api/samples"}, "fullDescription": {"text": "`backend/app/routers/dataset.py` declares `GET /api/samples` 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-fc2b218c6ebbae25", "name": "Unused endpoint: GET /api/image/{idx}", "shortDescription": {"text": "Unused endpoint: GET /api/image/{idx}"}, "fullDescription": {"text": "`backend/app/routers/dataset.py` declares `GET /api/image/{idx}` 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/17908"}, "properties": {"repository": "rcanalescoder/generativelab", "repoUrl": "https://github.com/rcanalescoder/generativelab", "branch": "main"}, "results": [{"ruleId": "scanner-7c8bea895eee5143", "level": "note", "message": {"text": "Possibly dead Python function: forward"}, "properties": {"repobilityId": "ea414cce7f8e5874", "scanner": "scanner-primary", "fingerprint": "7c8bea895eee5143", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "backend/app/models/gan.py:196"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-aaf13c125adb5731", "level": "note", "message": {"text": "Possibly dead Python function: init_weights"}, "properties": {"repobilityId": 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