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TwoD97/LokLM

https://github.com/TwoD97/LokLM · scanned 2026-06-16 00:43 UTC (2 months, 1 week ago)

177 raw signals (11 security + 166 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 166 actionable findings from 2 signal sources. 75 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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88.9% cov · 158 findings

Severity distribution — click a segment to filter

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Severity: Critical 2 High 4 Medium 21 Low 17 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 158 Crowd 0 Layer: Quality 145 Security 11 Frontend 7 Cicd 3

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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 121 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 electron.vite.config.ts:7
info Commented-code block (6 lines) in vitest.workspace.ts:11
info Commented-code block (5 lines) in tests/integration/embedder-identity.test.ts:12
info Commented-code block (6 lines) in tests/integration/auth-flow.test.ts:109
info Commented-code block (6 lines) in tests/integration/folder-sync.test.ts:10
info Commented-code block (9 lines) in tests/integration/library-search.test.ts:10
info Commented-code block (5 lines) in tests/integration/document-import.test.ts:108
info Commented-code block (7 lines) in tests/integration/helpers/InProcessModelsClie…
info Commented-code block (5 lines) in tests/unit/auth-inactivity.test.ts:4
info Commented-code block (5 lines) in tests/unit/retrieval-doc-prefilter.test.ts:6
info Commented-code block (5 lines) in tests/unit/conversation-switch-unload.test.ts…
info Commented-code block (6 lines) in tests/unit/matrix-configs.test.ts:7

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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 Commented-code block (5 lines) in electron.vite.config.ts:7
info Commented-code block (6 lines) in tests/unit/matrix-configs.test.ts:7
info Commented-code block (5 lines) in tests/evals/pipeline/configs.ts:77

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