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

confluentinc/quickstart-streaming-agents

https://github.com/confluentinc/quickstart-streaming-agents · scanned 2026-05-15 14:47 UTC (2 weeks, 6 days ago) · 10 languages

46 findings (18 legacy + 28 scanner) 51st percentile · Python · small (2-20K LoC) Scanner says 82 (lower by 11)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 13 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
77.6
/100
Repobility
73
13 legacy
9-layer
82
88.9% cov · 0 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-14-v3
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 72.4 0.25 18.10
testing_score 95.0 0.20 19.00
documentation_score 74.0 0.15 11.10
practices_score 40.0 0.15 6.00
code_quality 56.2 0.10 5.62
Overall 1.00 71.1
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 8 Medium 1 Low 0 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 13 9-layer 0 Crowd 0 Layer: Quality 10 Security 3

Last 1 scan of this repo. Each new scan persists a full payload — historical comparison is exact, not lossy.

v1
May 15 14:46
v#IDStatusScoreGapsNodesCommitStarted
v scan_b5e8d4eadbbd ok 82.3 28 558 337102b May 15 14:46
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/1be990eb-99e8-42fb-9096-fc9bf6f5319f/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/1be990eb-99e8-42fb-9096-fc9bf6f5319f/

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.