Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

RyanCodrai/turbovec

https://github.com/RyanCodrai/turbovec · scanned 2026-06-15 23:58 UTC (2 months, 3 weeks ago)

47 raw signals (0 security + 47 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 3 weeks ago · v1 · 26 actionable findings from 1 signal source. 21 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all

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 4 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.
4 matching findings on this repo
  • low Near-duplicate function bodies in 2 places repo-level
  • low Near-duplicate function bodies in 3 places
  • low Near-duplicate function bodies in 4 places repo-level
  • low Near-duplicate function bodies in 16 places
View all duplicates & near-duplicates findings →
Commented-out code 10 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/`.
10 matching findings on this repo
  • info Commented-code block (6 lines) in turbovec-python/tests/test_haystack.py:194
  • info Commented-code block (6 lines) in turbovec-python/tests/test_agno.py:130
  • info Commented-code block (5 lines) in turbovec-python/tests/test_langchain.py:97
  • info Commented-code block (5 lines) in turbovec-python/tests/test_llama_index.py:893
  • info Commented-code block (5 lines) in turbovec-python/tests/test_id_map.py:187
  • info Commented-code block (5 lines) in turbovec-python/tests/test_index.py:211
  • info Commented-code block (5 lines) in turbovec-python/python/turbovec/haystack.py:5…
  • info Commented-code block (5 lines) in turbovec-python/python/turbovec/llama_index.p…
  • info Commented-code block (6 lines) in turbovec-python/python/turbovec/agno.py:133
  • info Commented-code block (6 lines) in turbovec-python/python/turbovec/langchain.py:…
View all commented-out code findings →
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/ff248508-2c64-4419-b190-a60486047d8f/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/ff248508-2c64-4419-b190-a60486047d8f/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.