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bubugamer/deepcoffee

https://github.com/bubugamer/deepcoffee · scanned 2026-06-17 01:44 UTC (1 month, 2 weeks ago)

34 raw signals (0 security + 34 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +6.2 (diff) · 29 actionable findings from 1 signal source. 5 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
82.9
/100
Security checks
83
0 findings
System graph
83
100.0% cov · 29 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 1 Medium 4 Low 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 29 Crowd 0 Layer: Software 4 Frontend 8 Hardware 2 Cicd 1 Quality 13 Security 1
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Scan summary Repository scanned at 82.9/100 with 100.0% coverage. It contains 1619 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 34 findings — concentrated in quality (18), frontend (8), software (4). Risk profile is high: 0 critical, 1 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 21 of 29 actionable findings. 34 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 POST `select_files` without auth dependency — deepcoffee-api/app/api/v1/knowledge.py:91
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
deepcoffee-api/app/api/v1/knowledge.py:91 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: deepcoffee-api/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 80 placeholder/mock markers across 17 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 Integrity conf 1.00 7 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `API_INTERNAL_URL`, `DEEPCOFFEE_DB_NULLPOOL`, `NEXT_PUBLIC_API_BASE_URL`, `NEXT_PUBLIC_APP_VERSION`, `NEXT_PUBLIC_SUPABASE_ANON_KEY`, `NEXT_PUBLIC_SUPABASE_URL`, `NODE_ENV`. Add them (with a placeholder/comment) to .env.example so onboarding doesn'…
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 19 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: 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.
deepcoffee-api/Dockerfile:1 containersPinned dependencies
low System graph quality Tests conf 1.00 Low test-to-source ratio
26 tests / 132 src (ratio 0.20).
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: deepcoffee-api/app/api/v1/admin.py:list_proposals, deepcoffee-api/app/api/v1/admin.py:list_candidates 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'…
6 occurrences
repo-level (6 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: deepcoffee-api/app/repositories/usage.py:count_for, deepcoffee-api/app/repositories/usage.py:adjustment_total_for, deepcoffee-api/app/repositories/usage.py:effective_count_for This is *the* AI-coder failure mode (4× more duplication in vibe-coded rep…
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 Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in deepcoffee-api/app/services/bean_recommend_service.py:224
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 `model_copy` in deepcoffee-api/app/services/brew_validation.py:78
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 `model_copy` in deepcoffee-api/app/services/coffea_dispatch.py:272
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: default_repo_root
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
deepcoffee-api/app/core/config.py:12
low System graph software Dead code conf 1.00 Possibly dead Python function: require_admin
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
deepcoffee-api/app/core/security.py:125
low System graph software Dead code conf 1.00 Possibly dead Python function: require_ai_quota
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
deepcoffee-api/app/api/deps.py:42
low System graph software Dead code conf 1.00 Possibly dead Python function: require_member
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
deepcoffee-api/app/api/deps.py:15
low System graph quality Complexity conf 1.00 Very large file: frontend/app/(app)/app/chat/page.tsx (1315 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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