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cwwjacobs/agent-flight-recorder

https://github.com/cwwjacobs/agent-flight-recorder · scanned 2026-06-17 01:52 UTC (1 month, 1 week ago)

42 raw signals (0 security + 42 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +1.2 (diff) · 35 actionable findings from 1 signal source. 7 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
77.9
/100
Security checks
78
0 findings
System graph
78
100.0% cov · 35 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 9 Medium 4 Low 21 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 35 Crowd 0 Layer: Software 15 Hardware 3 Quality 8 Security 9
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Scan summary Repository scanned at 77.9/100 with 100.0% coverage. It contains 611 nodes across 21 cross-layer flows, written primarily in mixed languages. Engine surfaced 42 findings — concentrated in software (15), quality (15), security (9). Risk profile is high: 0 critical, 9 high, 4 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 34 of 35 actionable findings. 42 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.

high System graph security auth conf 1.00 FastAPI PATCH `update_run` without auth dependency — backend/app/api/routes_runs.py:46
`@router.patch` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/api/routes_runs.py:46 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `append_event` without auth dependency — backend/app/api/routes_events.py:14
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/api/routes_events.py:14 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `call` without auth dependency — backend/app/mcp/router.py:27
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/mcp/router.py:27 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_checkpoint` without auth dependency — backend/app/api/routes_runs.py:73
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/api/routes_runs.py:73 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `create_run` without auth dependency — backend/app/api/routes_runs.py:25
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/api/routes_runs.py:25 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `end_run` without auth dependency — backend/app/api/routes_runs.py:67
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/api/routes_runs.py:67 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `fork_run` without auth dependency — backend/app/api/routes_runs.py:56
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/api/routes_runs.py:56 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `replay` without auth dependency — backend/app/api/routes_replay.py:21
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/api/routes_replay.py:21 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `seed_demo` without auth dependency — backend/app/api/routes_demo.py:18
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
backend/app/api/routes_demo.py:18 securityAuth fastapi unauth mutation
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: 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 `/runs/:runId` has no Link/navigate to it — 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 quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 35 placeholder/mock markers across 12 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 123 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: 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.
Dockerfile:7 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.
Dockerfile:14 containersPinned dependencies
low System graph quality Tests conf 1.00 Low test-to-source ratio
15 tests / 77 src (ratio 0.19).
low System graph quality Integrity conf 1.00 8 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: backend/app/redaction/hooks.py:register_redactor, sdk/afr/redaction.py:register_redactor This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
8 occurrences
repo-level (8 hits)
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_doctor
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:413
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_events
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:209
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_export
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:332
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_fork
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:277
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_init
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:132
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_license
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:319
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_note
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:307
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_replay
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:243
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_runs_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:147
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_runs_show
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:173
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_tag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cli/afr_cli/main.py:291
low System graph software Dead code conf 1.00 Possibly dead Python function: dep
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/license.py:81
low System graph software Dead code conf 1.00 Possibly dead Python function: enable_default_redaction
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdk/afr/redaction.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: resume
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
examples/toy_agent/replay_handler.py:24
low System graph software Dead code conf 1.00 Possibly dead Python function: should_execute
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdk/afr/hooks.py:70
low System graph quality Integrity conf 1.00 Stub function `on_agent_action` (body is just `pass`/`return`) — sdk/afr/integrations/langchain.py:313
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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