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

tylerphamm/ml-data-engineering

https://github.com/tylerphamm/ml-data-engineering · scanned 2026-06-16 00:44 UTC (2 months, 1 week ago)

53 raw signals (0 security + 53 graph)

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

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 47 actionable findings from 1 signal source. 6 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
55.1
/100
Security checks
55
0 findings
System graph
55
100.0% cov · 47 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 8 Low 29 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 47 Crowd 0 Layer: Software 6 Frontend 2 Hardware 7 Security 3 Cicd 2 Quality 10 Api 17
1 healthy 18 warning
POST /login
warning
endpoint 4 gaps risk 0.75
PII
POST /register
warning
endpoint 4 gaps risk 0.75
PII
GET /metrics
warning
endpoint 3 gaps risk 0.45
GET /health
healthy
endpoint risk 0.40
GET /me
warning
endpoint 4 gaps risk 0.35
auth PII
POST /logout
warning
endpoint 4 gaps risk 0.35
auth PII
DELETE /{conv_id}
warning
endpoint 4 gaps risk 0.05
auth
DELETE /{document_id}
warning
endpoint 4 gaps risk 0.05
auth
GET /
warning
endpoint 4 gaps risk 0.05
auth
GET /{conv_id}
warning
endpoint 4 gaps risk 0.05
auth
PATCH /{conv_id}
warning
endpoint 4 gaps risk 0.05
auth
POST /
warning
endpoint 4 gaps risk 0.05
auth
POST /file
warning
endpoint 4 gaps risk 0.05
auth
POST /{conv_id}/messages
warning
endpoint 4 gaps risk 0.05
auth
POST /{message_id}/feedback
warning
endpoint 1 gap risk 0.05
auth
GET /api/orders
warning
endpoint 3 gaps risk 0.05
auth
GET /api/stats
warning
endpoint 3 gaps risk 0.05
auth
POST /api/orders
warning
endpoint 3 gaps risk 0.05
auth

Showing first 18 of 19 flows. The full set is available via the Findings tab — filter by tags=flow-* for flow-tagged gaps.

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/27c72eb6-2c15-42cc-af4f-7a34557a5eac/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/27c72eb6-2c15-42cc-af4f-7a34557a5eac/

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.