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Dev.to
Dev.to
6/26/2026
6 checks before merging AI-agent generated code

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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