GitHub Actions + AI Agent Auto-Fix Pipeline: Failure Tiers, Regression Gates, and Security Guardrails

When CI keeps failing, the real risk is not “slow fixes” — it is “fast bad fixes.” This guide gives you a practical GitHub Actions + AI Agent auto-fix pipeline with failure tiering, strict edit boundaries, and merge-time gates. ...

February 27, 2026 · 3 min · mengboy

GitHub Actions + AI Agent 自动修复流水线:失败分级、回归测试与安全闸门

线上 CI 一旦连续红灯,团队最怕的不是“修得慢”,而是“修坏更多”。 这篇给你一套可落地的 GitHub Actions + AI Agent 自动修复流水线:先做失败分级,再限制 AI 修改范围,最后用回归与安全闸门兜底。 ...

February 27, 2026 · 2 min · mengboy