Powered by 128K+ repo analysis

Security Research & Intelligence

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 Feed

Featured AI Code Readiness Research

Aggregate lessons only; private detector logic stays private.
Security Research

What 51 GitHub Trending Repositories Reveal About Software Assurance

A 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 read
AI Code Intelligence

What Large AI-Coded Repo Scans Teach Us About Scanner Reliability

Large AI-coded repo scans reveal why scanner reliability depends on archive fallback, context-aware detection, and supply-chain-level scoring.

2 min read
AI Code Intelligence

The Low-Hanging Fruit in AI Code Quality Gates

Simple gates around dependencies, CI, auth boundaries, and public discovery files catch practical risks before they become incidents.

1 min read
OWASP Analysis Apr 28, 2026
OWASP Top 10 Analysis: April 2026 — Mapping 242 Findings

OWASP Top 10 mapping of 242 security findings for April 2026.

3 min read Read More
Language Security Apr 28, 2026
PHP Security Report: 2 Findings Across 2 Repositories

Security analysis of 2 findings across 2 PHP repositories.

3 min read Read More
Language Security Apr 28, 2026
Ruby Security Report: 2 Findings Across 1 Repositories

Security analysis of 2 findings across 1 Ruby repositories.

3 min read Read More
Language Security Apr 28, 2026
TypeScript Security Report: 46 Findings Across 9 Repositories

Security analysis of 46 findings across 9 TypeScript repositories.

3 min read Read More
Language Security Apr 28, 2026
JavaScript Security Report: 3 Findings Across 4 Repositories

Security analysis of 3 findings across 4 JavaScript repositories.

3 min read Read More
Language Security Apr 28, 2026
Python Security Report: 136 Findings Across 64 Repositories

Security analysis of 136 findings across 64 Python repositories.

3 min read Read More
Binary Security Apr 28, 2026
Binary Hardening Report: April 2026 — 373 Libraries Analyzed

Binary hardening analysis of 373 libraries for April 2026.

1 min read Read More
Deep Analysis Apr 28, 2026
Deep Security Analysis: April 2026 — 1,066 Enriched Findings

Deep analysis of 1,066 enriched security findings with CVSS scoring and attack scenarios for April 2026.

3 min read Read More
Threat Intelligence Apr 28, 2026
Threat Intelligence Digest: April 2026

Threat intelligence covering 895 rule detections across 81 repositories for April 2026.

4 min read Read More
Quality Insights Apr 28, 2026
Code Quality Report: April 2026

Quality analysis of 107 repositories for April 2026. Average score: 66.4/100.

4 min read Read More
Credential Intelligence Apr 28, 2026
Credential Exposure Report: April 2026

Analysis of 119 credential exposure findings across 22 repositories for April 2026.

3 min read Read More
Security Trends Apr 28, 2026
Security Trends: April 2026 — 129 Vulnerabilities Across 17 Repositories

Analysis of 129 security findings across 17 repositories for April 2026.

4 min read Read More
About Our Research

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.

Research Marketplace

Access our proprietary datasets for your own research, product development, or competitive intelligence.

Browse Datasets
Subscribe

Get our latest research and intelligence reports delivered to your inbox.

No spam. Unsubscribe anytime.