google-ai-edge/LiteRT-LM

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140 of your 164 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

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https://github.com/google-ai-edge/LiteRT-LM.git · scanned 2026-06-09 04:37 UTC (19 hours, 29 minutes ago) · 10 languages

412 raw signals (158 security + 254 graph) 11/13 scanners ran 100th percentile · C · medium (20-100K LoC) System graph score 90 (lower by 11)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 days, 19 hours ago · v12 · 107 actionable findings from 2 signal sources. 115 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 · 40 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	85.0	0.15	12.75
`security_score`	100.0	0.25	25.00
`testing_score`	46.0	0.20	9.20
`documentation_score`	99.0	0.15	14.85
`practices_score`	76.0	0.15	11.40
`code_quality`	66.0	0.10	6.60
Overall		1.00	79.8

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 9 Medium 10 Low 32 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 67 System graph 40 Crowd 0 Layer: Quality 71 Software 20 Security 2 Cicd 4 Api 1 Frontend 9

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 6 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.

6 matching findings on this repo

low Near-duplicate function bodies in 3 places repo-level
low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 5 places
low Near-duplicate function bodies in 10 places
low Near-duplicate function bodies in 6 places
low Near-duplicate function bodies in 4 places

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Commented-out code 1 finding

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/`.

1 matching finding on this repo

info Commented-code block (5 lines) in js/packages/core/src/wasm_binding_types.ts:179

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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

high [MINED106] Phantom test coverage: test_sampler_config_validation: Test function… python/litert_lm/engine_test.py:168
info TODO/FIXME marker in shipping code — js/packages/core/src/conversation_config.t…

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