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sergiunicoara/Agentic-AI

https://github.com/sergiunicoara/Agentic-AI · scanned 2026-06-16 00:08 UTC (2 months, 2 weeks ago)

186 raw signals (0 security + 186 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 162 actionable findings from 1 signal source. 24 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
44.8
/100
Security checks
45
0 findings
System graph
45
100.0% cov · 162 findings
Critical
2
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Agents
10
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Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 17 Medium 39 Low 94 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 162 Crowd 0 Layer: Software 26 Frontend 3 Hardware 14 Security 25 Cicd 2 Quality 45 Api 47
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Scan summary Repository scanned at 44.8/100 with 100.0% coverage. It contains 2185 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 186 findings — concentrated in quality (53), api (47), software (26). Risk profile is high: 3 critical, 17 high, 41 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 152 of 162 actionable findings. 186 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical System graph security Secrets conf 1.00 Possible secret in AIEngineering workflow toolkit/eval/golden_dataset.json
Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager.
AIEngineering workflow toolkit/eval/golden_dataset.json:22
critical System graph security Secrets conf 1.00 2 occurrences Possible secret in vector-arena/docker-compose.yml
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
lines 21, 25
vector-arena/docker-compose.yml:21, 25 (2 hits)
high System graph security auth conf 1.00 FastAPI DELETE `webrtc_cleanup_endpoint` without auth dependency — recruiter-agent/app/server.py:327
`@router.delete` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:327 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI PATCH `update_user` without auth dependency — agent-observability/backend/app/routers/admin.py:97
`@router.patch` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
agent-observability/backend/app/routers/admin.py:97 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `a2a_validate_endpoint` without auth dependency — recruiter-agent/app/server.py:261
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:261 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `chat_endpoint` without auth dependency — recruiter-agent/app/server.py:96
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:96 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_campaign_endpoint` without auth dependency — recruiter-agent/app/server.py:345
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:345 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_user` without auth dependency — agent-observability/backend/app/routers/admin.py:74
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
agent-observability/backend/app/routers/admin.py:74 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `investigate` without auth dependency — Claude Code Architect Certification/api/app.py:26
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
Claude Code Architect Certification/api/app.py:26 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `mcp_call_endpoint` without auth dependency — recruiter-agent/app/server.py:228
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:228 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `opt_out_endpoint` without auth dependency — recruiter-agent/app/server.py:384
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:384 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `outbound_callback_endpoint` without auth dependency — recruiter-agent/app/server.py:391
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:391 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `outbound_twiml_endpoint` without auth dependency — recruiter-agent/app/server.py:401
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:401 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `pause_campaign_endpoint` without auth dependency — recruiter-agent/app/server.py:369
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:369 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `phone_twiml_endpoint` without auth dependency — recruiter-agent/app/server.py:422
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:422 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `revoke_sessions` without auth dependency — agent-observability/backend/app/routers/admin.py:131
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
agent-observability/backend/app/routers/admin.py:131 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `start_campaign_endpoint` without auth dependency — recruiter-agent/app/server.py:363
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:363 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `submit_review` without auth dependency — AIEngineering workflow toolkit/api/app.py:68
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
AIEngineering workflow toolkit/api/app.py:68 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `webrtc_offer_endpoint` without auth dependency — recruiter-agent/app/server.py:305
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
recruiter-agent/app/server.py:305 securityAuth fastapi unauth mutation
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — AIEngineering workflow toolkit/ui/src/api/client.ts:29
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: agent-observability/.claude/settings.local.json
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.
agent-observability/.claude/settings.local.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: AIEngineering workflow toolkit/.claude/settings.json
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.
AIEngineering workflow toolkit/.claude/settings.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: AIEngineering workflow toolkit/.claude/settings.local.json
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.
AIEngineering workflow toolkit/.claude/settings.local.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: AIEngineering workflow toolkit/AGENTS.md
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.
AIEngineering workflow toolkit/AGENTS.md VerificationAgents md
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: Claude Code Architect Certification/.claude/commands/analyze-ticket.md
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.
Claude Code Architect Certification/.claude/commands/analyze-ticket.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: Claude Code Architect Certification/.claude/commands/batch-process.md
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.
Claude Code Architect Certification/.claude/commands/batch-process.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: Claude Code Architect Certification/.claude/commands/review-pr.md
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.
Claude Code Architect Certification/.claude/commands/review-pr.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: Claude Code Architect Certification/.claude/commands/run-evals.md
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.
Claude Code Architect Certification/.claude/commands/run-evals.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: Claude Code Architect Certification/.claude/rules/agents.md
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.
Claude Code Architect Certification/.claude/rules/agents.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: Claude Code Architect Certification/.claude/settings.local.json
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.
Claude Code Architect Certification/.claude/settings.local.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: Claude Code Architect Certification/.mcp.json
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.
Claude Code Architect Certification/.mcp.json VerificationMcp config
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: recruiter-agent/.claude/settings.local.json
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.
recruiter-agent/.claude/settings.local.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci, lockfile. 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.
Repo hardeningGenerated repo pattern
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, lockfile. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
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.
Mock dataCritical flowGenerated repo pattern
medium System graph hardware Security conf 1.00 Dockerfile runs as root: agent-observability/backend/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: agent-observability/frontend/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: ai-native-data-platform/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: AIEngineering workflow toolkit/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: rag-app/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: recruiter-agent/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: vector-arena/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph quality Integrity conf 1.00 Frontend route `/auth/callback` has no Link/navigate to it — agent-observability/frontend/src/App.tsx
The route is registered but no `<Link to=…>` or `navigate(…)` in the codebase navigates here. Either it's reachable only via direct URL (intentional), it's dead, or the link broke during a refactor.
Orphan pageWiring
medium System graph quality Integrity conf 1.00 Frontend route `/reviews/:id` has no Link/navigate to it — AIEngineering workflow toolkit/ui/src/App.tsx
The route is registered but no `<Link to=…>` or `navigate(…)` in the codebase navigates here. Either it's reachable only via direct URL (intentional), it's dead, or the link broke during a refactor.
Orphan pageWiring
medium System graph cicd CI/CD security conf 1.00 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned
grafana/[email protected] can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
3 files, 3 locations
ai-native-data-platform/.github/workflows/loadtest.yml:32
ai-native-data-platform/.github/workflows/perf-ci.yml:45
recruiter-agent/.github/workflows/deploy.yml:42
CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in AIEngineering workflow toolkit/api/app.py:43
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
AIEngineering workflow toolkit/api/app.py:43 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'cors_wildcard' in recruiter-agent/app/server.py:38
Found a known-risky pattern (cors_wildcard). Review and replace if possible.
recruiter-agent/app/server.py:38 Cors wildcard
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in recruiter-agent/frontend/index.html:286
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
recruiter-agent/frontend/index.html:286 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'local_storage_auth_token' in agent-observability/frontend/src/api/restClient.ts:63
Found a known-risky pattern (local_storage_auth_token). Review and replace if possible.
agent-observability/frontend/src/api/restClient.ts:63 Local storage auth token
medium System graph security security conf 1.00 Insecure pattern 'local_storage_auth_token' in recruiter-agent/frontend/index.html:347
Found a known-risky pattern (local_storage_auth_token). Review and replace if possible.
recruiter-agent/frontend/index.html:347 Local storage auth token
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in AIEngineering workflow toolkit/eval/golden_dataset.json:38
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
AIEngineering workflow toolkit/eval/golden_dataset.json:38 Subprocess shell true
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — agent-observability/scripts/generate_proto.py:22
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — ai-native-data-platform/app/eval/scheduler/run.py:57
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — AIEngineering workflow toolkit/.claude/hooks/pre_tool_use.py:37
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — AIEngineering workflow toolkit/main.py:92
`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.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — rag-app/frontend.py:26
`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.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 30 placeholder/mock markers across 16 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
14 test file(s) for 307 source file(s) (ratio 0.05). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Integrity conf 1.00 147 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ADMIN_TOKEN`, `AIWT_DATA_DIR`, `AIWT_DEBUG`, `AIWT_EVAL_CONCURRENCY`, `AZURE_SEARCH_ENDPOINT`, `AZURE_SEARCH_INDEX`, `AZURE_SEARCH_KEY`, `CHROMA_COLLECTION` + 139 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't br…
config drift
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 203 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: nginx:alpine
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
agent-observability/frontend/Dockerfile:10 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: node:20-alpine
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
agent-observability/frontend/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: node:20-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
AIEngineering workflow toolkit/Dockerfile:2 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.10-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
rag-app/Dockerfile:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.10-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
recruiter-agent/Dockerfile:2 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 3 occurrences Docker base image is tag-pinned but not digest-pinned: python:3.11-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
3 files, 3 locations
AIEngineering workflow toolkit/Dockerfile:10
ai-native-data-platform/Dockerfile:1
vector-arena/Dockerfile:1
containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
agent-observability/backend/Dockerfile:1 containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 12 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
6 files, 12 locations
ai-native-data-platform/.github/workflows/eval-gates.yml:19, 22, 71, 78 (4 hits)
recruiter-agent/.github/workflows/deploy.yml:14, 17, 39 (3 hits)
recruiter-agent/.github/workflows/eval.yml:16, 19 (2 hits)
Claude Code Architect Certification/.github/workflows/claude-review.yml:31
ai-native-data-platform/.github/workflows/loadtest.yml:50
ai-native-data-platform/.github/workflows/perf-ci.yml:61
CI/CD securitySupply chainGithub actions
low System graph frontend Frontend quality conf 1.00 Icon-only button without accessible name — agent-observability/frontend/src/components/TraceViewer/SpanDetail.tsx:14
A `<button>` whose only child is a single glyph or symbol needs `title=` or `aria-label=` so screen readers (and tooltips on hover) work. Why: P3 in CHECKLIST.md — icon-only buttons skipped a title. Rule id: fq.button.no-label
Fq button no label
low System graph quality Integrity conf 1.00 9 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: agent-observability/sdk/agent_observability/emitter.py:emit, agent-observability/sdk/agent_observability/emitter.py:emit This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or…
9 occurrences
repo-level (9 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: ai-native-data-platform/app/ingestion/worker.py:start_worker, ai-native-data-platform/app/ingestion/multimodal.py:start_multimodal_worker, ai-native-data-platform/app/ingestion/pipeline.py:start_worker This is *the* AI-coder failure mode (4× more dup…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: ai-native-data-platform/app/retrieval/pipeline.py:retrieve, ai-native-data-platform/app/retrieval/retrievers/opensearch_retriever.py:retrieve, ai-native-data-platform/app/retrieval/retrievers/opensearch_retriever.py:retrieve, ai-native-data-platform/a…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: agent-observability/frontend/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
agent-observability/frontend/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `eleven_turbo_v2` in recruiter-agent/benchmark_voice.py:160
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `health_v1` in agent-observability/backend/app/main.py:48
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `style_review_v1` in AIEngineering workflow toolkit/skills/loader.py:51
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `t_old` in recruiter-agent/eval/compare_versions.py:245
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.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: analyze_table
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/vectorstore/pgvector_scaling.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: chatbot_node
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rag-app/integrated_agent.py:88
low System graph software Dead code conf 1.00 Possibly dead Python function: chatbot_node
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rag-app/agent.py:48
low System graph software Dead code conf 1.00 Possibly dead Python function: citation_present
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/eval/metrics.py:11
low System graph software Dead code conf 1.00 Possibly dead Python function: contains_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/eval/metrics.py:3
low System graph software Dead code conf 1.00 Possibly dead Python function: contains_any
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/eval/metrics.py:7
low System graph software Dead code conf 1.00 Possibly dead Python function: delete_by_document
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/opensearch/ingest.py:173
low System graph software Dead code conf 1.00 Possibly dead Python function: dependency
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/app/services/auth_service.py:122
low System graph software Dead code conf 1.00 Possibly dead Python function: do_run_migrations
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/alembic/env.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: downgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/alembic/versions/0001_initial.py:102
low System graph software Dead code conf 1.00 Possibly dead Python function: downgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/alembic/versions/0002_oidc_abac.py:26
low System graph software Dead code conf 1.00 Possibly dead Python function: ensure_partitions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/vectorstore/pgvector_scaling.py:36
low System graph software Dead code conf 1.00 Possibly dead Python function: ensure_vector_indexes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/vectorstore/pgvector_scaling.py:69
low System graph software Dead code conf 1.00 Possibly dead Python function: filter_spans
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/app/services/abac.py:75
low System graph software Dead code conf 1.00 Possibly dead Python function: forward
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/nl_query/dspy_intent.py:255
low System graph software Dead code conf 1.00 Possibly dead Python function: generate_pkce_pair
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/app/services/oidc_service.py:46
low System graph software Dead code conf 1.00 Possibly dead Python function: recommend_plan
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/vectorstore/pgvector_scaling.py:21
low System graph software Dead code conf 1.00 Possibly dead Python function: require_workspace_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/auth.py:9
low System graph software Dead code conf 1.00 Possibly dead Python function: router_logic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rag-app/integrated_agent.py:94
low System graph software Dead code conf 1.00 Possibly dead Python function: router_logic
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
rag-app/agent.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: set_error
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/sdk/agent_observability/span.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: SubscribeEvents
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/app/grpc_server.py:40
low System graph software Dead code conf 1.00 Possibly dead Python function: unknown_correctness
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ai-native-data-platform/app/eval/metrics.py:14
low System graph software Dead code conf 1.00 Possibly dead Python function: upgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/alembic/versions/0001_initial.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: upgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/alembic/versions/0002_oidc_abac.py:16
low System graph software Dead code conf 1.00 Possibly dead Python function: verified_payload
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent-observability/backend/app/services/auth_service.py:100
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph api Wiring conf 1.00 Unused endpoint: DELETE /webrtc/{pc_id}
`recruiter-agent/app/server.py` declares `DELETE /webrtc/{pc_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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: DELETE /{run_id}
`agent-observability/backend/app/routers/evals.py` declares `DELETE /{run_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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /
`AIEngineering workflow toolkit/api/app.py` declares `GET /` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /a2a/summary/{session_id}
`recruiter-agent/app/server.py` declares `GET /a2a/summary/{session_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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /admin/audit
`agent-observability/frontend/src/api/restClient.ts` declares `GET /admin/audit` 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 — consider removing or documenting who consumes i…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/eval/history
`AIEngineering workflow toolkit/api/app.py` declares `GET /api/eval/history` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/eval/latest
`AIEngineering workflow toolkit/api/app.py` declares `GET /api/eval/latest` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/health
`agent-observability/backend/app/main.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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/reviews
`AIEngineering workflow toolkit/api/app.py` declares `GET /api/reviews` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/reviews/{review_id}
`AIEngineering workflow toolkit/api/app.py` declares `GET /api/reviews/{review_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 — consider removing or documenting who consume…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /api/stats
`AIEngineering workflow toolkit/api/app.py` declares `GET /api/stats` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /audit
`agent-observability/backend/app/routers/admin.py` declares `GET /audit` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /authorize
`agent-observability/backend/app/routers/auth.py` declares `GET /authorize` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /mcp/tools
`recruiter-agent/app/server.py` declares `GET /mcp/tools` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /outbound/campaign/{campaign_id}
`recruiter-agent/app/server.py` declares `GET /outbound/campaign/{campaign_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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /outbound/status
`recruiter-agent/app/server.py` declares `GET /outbound/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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /session/{session_id}/summary
`recruiter-agent/app/server.py` declares `GET /session/{session_id}/summary` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /users
`agent-observability/backend/app/routers/admin.py` declares `GET /users` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /{full_path:path}
`AIEngineering workflow toolkit/api/app.py` declares `GET /{full_path:path}` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /{path:path}
`recruiter-agent/app/server.py` declares `GET /{path:path}` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /{trace_id}
`agent-observability/backend/app/routers/traces.py` declares `GET /{trace_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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: PATCH /users/{user_id}
`agent-observability/backend/app/routers/admin.py` declares `PATCH /users/{user_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 — consider removing or documenting who consum…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /
`agent-observability/backend/app/routers/evals.py` declares `POST /` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /a2a/validate
`recruiter-agent/app/server.py` declares `POST /a2a/validate` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /act
`rag-app/main.py` declares `POST /act` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /api/reviews
`AIEngineering workflow toolkit/api/app.py` declares `POST /api/reviews` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ask
`rag-app/main.py` declares `POST /ask` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /auth/logout
`agent-observability/frontend/src/api/restClient.ts` declares `POST /auth/logout` 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 — consider removing or documenting who consumes …
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /callback
`agent-observability/backend/app/routers/auth.py` declares `POST /callback` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /chat
`recruiter-agent/app/server.py` declares `POST /chat` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/image
`ai-native-data-platform/app/api/main.py` declares `POST /ingest/image` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/transcript
`ai-native-data-platform/app/api/main.py` declares `POST /ingest/transcript` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /investigate
`Claude Code Architect Certification/api/app.py` declares `POST /investigate` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /logout
`agent-observability/backend/app/routers/auth.py` declares `POST /logout` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /mcp/call
`recruiter-agent/app/server.py` declares `POST /mcp/call` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /outbound/callback
`recruiter-agent/app/server.py` declares `POST /outbound/callback` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /outbound/campaign
`recruiter-agent/app/server.py` declares `POST /outbound/campaign` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /outbound/campaign/{campaign_id}/pause
`recruiter-agent/app/server.py` declares `POST /outbound/campaign/{campaign_id}/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 — consider removing or documenting who cons…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /outbound/campaign/{campaign_id}/start
`recruiter-agent/app/server.py` declares `POST /outbound/campaign/{campaign_id}/start` 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 — consider removing or documenting who cons…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /outbound/opt-out
`recruiter-agent/app/server.py` declares `POST /outbound/opt-out` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /phone/twiml
`recruiter-agent/app/server.py` declares `POST /phone/twiml` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /phone/twiml/outbound
`recruiter-agent/app/server.py` declares `POST /phone/twiml/outbound` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /query/natural-language
`ai-native-data-platform/app/api/main.py` declares `POST /query/natural-language` 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 — consider removing or documenting who consumes …
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /users
`agent-observability/backend/app/routers/admin.py` declares `POST /users` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /users/{user_id}/revoke-sessions
`agent-observability/backend/app/routers/admin.py` declares `POST /users/{user_id}/revoke-sessions` 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 — consider removing or documen…
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /webrtc/offer
`recruiter-agent/app/server.py` declares `POST /webrtc/offer` 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 — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /{run_id}/results
`agent-observability/backend/app/routers/evals.py` declares `POST /{run_id}/results` 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 — consider removing or documenting who consum…
Unused endpoint
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