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bdcdo/dataframeitGUI

https://github.com/bdcdo/dataframeitGUI · scanned 2026-06-17 01:38 UTC (1 month, 2 weeks ago)

87 raw signals (0 security + 87 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -28.1 (diff) · 87 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 87 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 8 Medium 10 Low 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 87 Crowd 0 Layer: Software 1 Frontend 21 Hardware 3 Security 7 Cicd 3 Quality 46 Api 6

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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.

Commented-out code 34 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 (6 lines) in backend/main.py:62
info Commented-code block (6 lines) in backend/services/llm_runner.py:140
info Commented-code block (5 lines) in frontend/scripts/backfill-rounds-from-batches…
info Commented-code block (5 lines) in frontend/src/app/api/autosave/route.ts:4
info Commented-code block (5 lines) in frontend/src/app/(app)/projects/[id]/analyze/…
info Commented-code block (6 lines) in frontend/src/components/coding/CodingPage.tsx…
info Commented-code block (12 lines) in frontend/src/components/coding/FieldRenderer…
info Commented-code block (5 lines) in frontend/src/components/compare/AgreementGrou…
info Commented-code block (5 lines) in frontend/src/components/compare/ComparePage.t…
info Commented-code block (5 lines) in frontend/src/components/assignments/LotteryDi…
info Commented-code block (5 lines) in frontend/src/components/shell/ProjectTabs.tsx…
info Commented-code block (5 lines) in frontend/src/components/stats/LlmInsightsView…

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Config drift 3 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.

3 matching findings on this repo

info `truncate` class without `title=` for hover reveal — frontend/src/components/co…
medium `fetch()` without try/.catch or AbortSignal — frontend/src/components/llm/LlmCo…
info Commented-code block (6 lines) in frontend/e2e/config-guard.smoke.spec.ts:4

View all config drift findings →

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