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 readSupply chain risk analysis for May 2026: 373 libraries, 1,066 findings.
Hardening comparison across 1 architectures.
Binary composition analysis: 1,066 findings.
Unsafe C function analysis: 41 libraries affected.
ROP gadget analysis of 373 binary libraries.
Hardcoded secrets analysis: 664 findings across 154 repositories.
Credential type analysis: 664 secrets for May 2026.
Error handling analysis: 1,020 anti-patterns for May 2026.
Injection pattern analysis: 436 findings for May 2026.
Quality comparison of 10 frameworks for May 2026.
Security comparison of 10 frameworks for May 2026.
OWASP Top 10 mapping of 463 security findings for May 2026.
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.
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