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
65 of your 146 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.
Upstream (GitHub) caused delay on this scan — not Repobility.
  • GitHub API rate-limited (HTTP 403) — preflight skipped, fell back to direct git clone.
  • Clone from GitHub took 60.47s for a 275.9 MB repo slow.
  • Repobility's analysis ran in 59.47s after the clone landed.

apache/camel

https://github.com/apache/camel · scanned 2026-06-05 13:39 UTC (5 days, 7 hours ago) · 10 languages

1353 raw signals (129 security + 1224 graph) 11/13 scanners ran 91st percentile · Java · huge (>500K LoC) System graph score 72 (higher by 10)

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

Complete repo analysis

Last scanned 5 days, 7 hours ago · v2 · 546 actionable findings from 2 signal sources. 195 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
76.5
/100
Security checks
81
34 findings
System graph
72
100.0% cov · 512 findings
Critical
129
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 100.0 0.25 25.00
testing_score 85.0 0.20 17.00
documentation_score 80.0 0.15 12.00
practices_score 79.0 0.15 11.85
code_quality 75.0 0.10 7.50
Overall 1.00 82.3
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 129 High 29 Medium 26 Low 285 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 34 System graph 512 Crowd 0 Layer: Quality 286 Security 214 Cicd 8 Software 28 Frontend 3 Network 1 Hardware 6

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 2 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.
2 matching findings on this repo
  • low Near-duplicate function bodies in 3 places
  • low Near-duplicate function bodies in 9 places
View all duplicates & near-duplicates findings →
Commented-out code 15 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 components/camel-python/src/test/resources/my…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ai/camel-huggingface/src/mai…
  • info Commented-code block (6 lines) in components/camel-ocsf/src/main/script/generat…
View all commented-out code findings →
Config drift 29 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.
12 matching findings on this repo
  • critical Possible secret in components/camel-mina-sftp/src/test/java/org/apache/camel/co… components/camel-mina-sftp/src/test/java/org/apac…:381
  • critical Possible secret in components/camel-jira/src/test/java/org/apache/camel/compone… components/camel-jira/src/test/java/org/apache/ca…:30
  • critical Possible secret in components/camel-ai/camel-openai/src/test/java/org/apache/ca… components/camel-ai/camel-openai/src/test/java/or…:35
  • critical Possible secret in components/camel-smpp/src/main/java/org/apache/camel/compone… components/camel-smpp/src/main/java/org/apache/ca…:762
  • critical Possible secret in components/camel-asterisk/src/test/java/org/apache/camel/com… components/camel-asterisk/src/test/java/org/apach…:30
  • critical Possible secret in components/camel-amqp/src/test/java/org/apache/camel/compone… components/camel-amqp/src/test/java/org/apache/ca…:104
  • critical Possible secret in components/camel-kubernetes/src/main/java/org/apache/camel/c… components/camel-kubernetes/src/main/java/org/apa…:501
  • low Very large file: components/camel-kafka/src/generated/java/org/apache/camel/com…
  • low Very large file: components/camel-kafka/src/main/java/org/apache/camel/componen…
  • low Very large file: components/camel-mina-sftp/src/generated/java/org/apache/camel…
  • low Very large file: components/camel-debezium/camel-debezium-mongodb/src/generated…
  • low Very large file: components/camel-debezium/camel-debezium-mysql/src/generated/j…
View all config drift 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/7e4234ad-4abb-4259-8494-dff56e34ed2c/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/7e4234ad-4abb-4259-8494-dff56e34ed2c/

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.