safety security
Coding Agents Appear in 469 Security Advisories
Repository evidence maps agent-associated remediation across 189 projects while separating direct attribution from adoption signals.
Summary
Repository evidence maps agent-associated remediation across 189 projects while separating direct attribution from adoption signals.
A local-Git mining pipeline found 469 candidate reviewed GitHub Security Advisories across 189 repositories, including 448 with direct tool attribution. The observational study reports agent involvement even in high- and critical-severity fixes without claiming the tools caused review outcomes.
Why it matters
Repository evidence maps agent-associated remediation across 189 projects while separating direct attribution from adoption signals.
Limits and context
No additional limitation was separately recorded.
Key claims
Repository evidence maps agent-associated remediation across 189 projects while separating direct attribution from adoption signals.
Evidence: source-2026-11-09-019
Sources
- arXiv preprint 2611.09808, original v1arXiv · primary research
Corrections
No corrections have been recorded for this story.