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