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SaheerLulu/healthcare-accounting

https://github.com/SaheerLulu/healthcare-accounting · scanned 2026-06-15 23:59 UTC (2 months, 3 weeks ago)

342 raw signals (0 security + 342 graph)

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Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 248 actionable findings from 1 signal source. 94 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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100.0% cov · 248 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 92 Medium 37 Low 71 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 248 Crowd 0 Layer: Frontend 22 Hardware 6 Security 100 Cicd 2 Quality 68 Api 50

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 4 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

4 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 4 places repo-level
low Near-duplicate function bodies in 3 places repo-level
low Near-duplicate function bodies in 5 places repo-level

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Commented-out code 25 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

12 matching findings on this repo

info Commented-code block (5 lines) in frontend/vite.config.ts:10
info Commented-code block (5 lines) in frontend/src/components/Layout.tsx:50
info Commented-code block (6 lines) in frontend/src/pages/SettingsPage.tsx:232
info Commented-code block (5 lines) in frontend/src/pages/vouchers/VoucherEditor.tsx…
info Commented-code block (5 lines) in frontend/src/pages/vouchers/SimplePaymentVouc…
info Commented-code block (6 lines) in backend/sync/services.py:18
info Commented-code block (5 lines) in backend/gst_returns/services.py:131
info Commented-code block (6 lines) in backend/gst_returns/annual_return.py:72
info Commented-code block (6 lines) in backend/journals/serializers.py:288
info Commented-code block (5 lines) in backend/journals/views.py:245
info Commented-code block (5 lines) in backend/journals/services.py:45
info Commented-code block (6 lines) in backend/journals/models.py:282

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Config drift 2 findings

What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.

Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.

How AI causes it: AI writes new config from memory rather than reading the existing source.

Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.

2 matching findings on this repo

info Commented-code block (5 lines) in frontend/vite.config.ts:10
high DRF view `TDSRateConfigViewSet` declares no `permission_classes` — backend/tds/… backend/tds/views.py:22

View all config drift findings →

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