Dev.to
6/26/2026

6 checks before merging AI-agent generated code
Short summary
Before merging AI-agent generated code, carefully audit dependency changes, authentication/payment/deployment touches, and test coverage gaps. Use a structured checklist tool to flag risky patterns like hardcoded secrets and generated files without source review. The author provides a Python CLI auditor and Gumroad templates for streamlining this critical review workflow.
- •Six concrete checks for reviewing AI-generated code patches before merge
- •Focus on high-risk areas: auth, payments, deployment, CI workflows, and secrets
- •Automated risk-scoring tool (Python CLI) available with source code on Gumroad
Generated with AI, which can make mistakes.
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