AI-assisted coding increased risky PR patterns in my workflow. I built agent-pr-firewall to enforce one required governance check before merge, with policy-based pass/warn/block decisions.
Why CI alone was not enough
- The policy model (pass/warn/block)
- GitHub App webhook architecture
- Policies that matter in practice
- Branch protection as the enforcement point
- Observability and failure handling
- Lessons learned and next steps
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