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.
Sign up free Scan another repo
76 of your 171 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 2.78s · analysis 6.94s · 2.8 MB · GitHub preflight 434ms

latchbio/latch

https://github.com/latchbio/latch · scanned 2026-06-05 19:37 UTC (4 days, 16 hours ago) · 10 languages

338 raw signals (156 security + 182 graph) 39th percentile · Python · medium (20-100K LoC) System graph score 70 (lower by 22)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 16 hours ago · v2 · 179 actionable findings from 2 signal sources. 66 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
60.5
/100
Security checks
50
99 findings
System graph
71
100.0% cov · 80 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 85.0 0.15 12.75
security_score 17.6 0.25 4.40
testing_score 12.0 0.20 2.40
documentation_score 86.0 0.15 12.90
practices_score 74.0 0.15 11.10
code_quality 52.9 0.10 5.29
Overall 1.00 48.8
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 56 Medium 32 Low 62 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 99 System graph 80 Crowd 0 Layer: Security 12 Software 73 Cicd 11 Quality 75 Api 1 Hardware 6 Frontend 1

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 11 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.
11 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 5 places repo-level
  • low Near-duplicate function bodies in 4 places
  • low Near-duplicate function bodies in 7 places repo-level
  • low Near-duplicate function bodies in 11 places
  • low Near-duplicate function bodies in 22 places repo-level
  • low Near-duplicate function bodies in 26 places
  • low Near-duplicate function bodies in 48 places
  • low Near-duplicate function bodies in 6 places
  • low Near-duplicate function bodies in 10 places
View all duplicates & near-duplicates findings →
Commented-out code 5 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/`.
5 matching findings on this repo
  • info Commented-code block (7 lines) in tests/cp/__init__.py:22
  • info Commented-code block (9 lines) in src/latch/ldata/_transfer/utils.py:59
  • info Commented-code block (6 lines) in src/latch_cli/services/get_params.py:42
  • info Commented-code block (5 lines) in src/latch_cli/services/cp/utils.py:102
  • info Commented-code block (7 lines) in src/latch_cli/services/k8s/develop.py:48
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/b86e022c-e18c-4345-8a54-afd7dc1b481d/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/b86e022c-e18c-4345-8a54-afd7dc1b481d/

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.