AI-Generated Code Security Review

Security review checklist and methodology for code produced by AI coding assistants (Claude, Copilot, Cursor, Gemini, or any LLM-based tool). AI-generated code has characteristic failure modes that differ from human-written code and require specific review attention.

When to Use

• Reviewing PRs or patches marked with Assisted-by: or Generated-by: attribution
• Auditing code known or suspected to be AI-generated
• As a supplementary checklist during any code review where AI assistance was used
• Verifying AI-generated security fixes or test code

When NOT to Use