Data-driven insights from analyzing 128,000+ repositories and 3.27 billion lines of code. Vulnerability trends, code quality patterns, and actionable intelligence for engineering teams.
RSS FeedA point-in-time study of 51 GitHub Trending repositories found 10,363 security, supply-chain, quality, and architecture observations, with a new assurance label that …
3 min readLarge AI-coded repo scans reveal why scanner reliability depends on archive fallback, context-aware detection, and supply-chain-level scoring.
2 min readSimple gates around dependencies, CI, auth boundaries, and public discovery files catch practical risks before they become incidents.
1 min readSecurity analysis of 2 findings across 2 PHP repositories.
Security analysis of 2 findings across 1 Ruby repositories.
Security analysis of 101 findings across 87 TypeScript repositories.
Security analysis of 18 findings across 14 JavaScript repositories.
Security analysis of 162 findings across 149 Python repositories.
Binary hardening analysis of 373 libraries for May 2026.
Deep analysis of 1,066 enriched security findings with CVSS scoring and attack scenarios for May 2026.
Threat intelligence covering 3,018 rule detections across 271 repositories for May 2026.
Quality analysis of 304 repositories for May 2026. Average score: 67.2/100.
Analysis of 664 credential exposure findings across 154 repositories for May 2026.
Analysis of 111 security findings across 5 repositories for May 2026.
Remediation priorities: 1,357 of 1,443 findings have AI fix guidance.
Our research is based on continuous analysis of 128,000+ repositories and 3.27 billion lines of code using Repobility's proprietary scanning engine.
All data is aggregated and anonymized. No individual repository names or source code is disclosed.
Access our proprietary datasets for your own research, product development, or competitive intelligence.
Browse DatasetsGet our latest research and intelligence reports delivered to your inbox.
No spam. Unsubscribe anytime.