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Scan timing: clone 3.68s · analysis 17.0s · 8.0 MB · GitHub preflight 454ms

browser-use/browser-use

https://github.com/browser-use/browser-use · scanned 2026-06-05 06:49 UTC (6 days, 1 hour ago) · 10 languages

549 raw signals (273 security + 276 graph) 54th percentile · Python · medium (20-100K LoC)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 6 days, 1 hour ago · v2 · 205 actionable findings from 2 signal sources. 206 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 35.5 0.25 8.88
testing_score 100.0 0.20 20.00
documentation_score 85.0 0.15 12.75
practices_score 89.0 0.15 13.35
code_quality 24.5 0.10 2.46
Overall 1.00 66.4
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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.

Duplicates & near-duplicates 5 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.
5 matching findings on this repo
  • low Near-duplicate function bodies in 2 places repo-level
  • low Near-duplicate function bodies in 3 places repo-level
  • low Near-duplicate function bodies in 4 places repo-level
  • low Near-duplicate function bodies in 10 places
  • low Near-duplicate function bodies in 6 places
View all duplicates & near-duplicates findings →
Commented-out code 26 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 tests/ci/security/test_upload_file_containmen…
  • info Commented-code block (6 lines) in tests/ci/infrastructure/test_registry_action_…
  • info Commented-code block (6 lines) in tests/ci/browser/test_dom_serializer.py:181
  • info Commented-code block (8 lines) in tests/ci/browser/test_session_start.py:354
  • info Commented-code block (6 lines) in examples/models/cerebras_example.py:45
  • info Commented-code block (8 lines) in examples/apps/ad-use/ad_generator.py:227
  • info Commented-code block (6 lines) in examples/features/rerun_history.py:64
  • info Commented-code block (5 lines) in examples/features/blocked_domains.py:29
  • info Commented-code block (6 lines) in browser_use/sync/service.py:118
  • info Commented-code block (6 lines) in browser_use/mcp/server.py:376
  • info Commented-code block (19 lines) in browser_use/agent/views.py:637
  • info Commented-code block (5 lines) in browser_use/agent/service.py:1985
View all commented-out code findings →
Config drift 1 finding
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.
1 matching finding on this repo
  • critical Possible secret in browser_use/config.py browser_use/config.py:306
View all config drift findings →
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