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Dev.to
Dev.to
8/2/2026
Evidence Gates for AI Coding Agents in CI — Recoverable Merge over Mean Time to Green

Evidence Gates for AI Coding Agents in CI — Recoverable Merge over Mean Time to Green

Short summary

A practical checklist for platform engineers to safely integrate AI coding agents into CI pipelines. Argues that mean time to green is the wrong metric—recoverable merge, evidence packs, and risk-tiered merge authority matter more. Provides a concrete PR template with rollback plans, test-diff scrutiny, and risk tiers (Low/Medium/High) to keep accountability human.

  • Green pipeline ≠ safe change; optimize for recoverable merge not speed
  • Evidence packs (run IDs, file lists, rollback SHAs) should be mandatory in PR templates
  • Risk tiers gate agent autonomy: Low can auto-merge, Medium needs human owner, High stays draft-only

Generated with AI, which can make mistakes.

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