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selimmujdeci/Car-launcher-pro

https://github.com/selimmujdeci/Car-launcher-pro · scanned 2026-06-16 00:06 UTC (2 months, 2 weeks ago)

182 raw signals (0 security + 182 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 169 actionable findings from 1 signal source. 13 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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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.

Legacy markers 1 finding
What it is: TODO, FIXME, XXX, HACK comments. Often indicate a known-broken path the author meant to fix.
Why it matters: Each marker is an unfinished thought. Production code shouldn't ship with debt that's documented but not tracked.
How AI causes it: AI mirrors the style of the codebase, so existing TODOs propagate into new code.
Fix approach: Convert each into a ticket. Delete the comment when the ticket lands. Use a pre-commit hook to block new TODOs without an issue link.
1 matching finding on this repo
  • low Old/deprecated-named symbol `matchesLegacy` in src/platform/wakeWordService.ts:…
View all legacy markers findings →
Commented-out code 38 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 vite.config.ts:10
  • info Commented-code block (7 lines) in website/supabase/functions/push-notify/index.…
  • info Commented-code block (5 lines) in website/src/app/api/vehicle/update/route.ts:67
  • info Commented-code block (5 lines) in website/src/app/api/vehicles/route.ts:29
  • info Commented-code block (6 lines) in supabase/functions/push-notify/index.ts:127
  • info Commented-code block (8 lines) in src/platform/youtubeService.ts:71
  • info Commented-code block (5 lines) in src/platform/commandParser.ts:211
  • info Commented-code block (5 lines) in src/platform/mapSourceManager.ts:54
  • info Commented-code block (5 lines) in src/platform/appDiscovery.ts:103
  • info Commented-code block (5 lines) in src/platform/musicCommandParser.ts:141
  • info Commented-code block (7 lines) in src/platform/thermalWatchdog.ts:479
  • info Commented-code block (7 lines) in src/platform/vehicleIdentityService.ts:363
View all commented-out code findings →
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
  • medium Runtime service client appears to use placeholder configuration
  • info Commented-code block (6 lines) in vite.config.ts:10
View all config drift findings →
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