Ai Code Validation Checklist

How to Validate AI-Generated Code: A Risk-Based Checklist

Validating AI-generated code is a different skill from reviewing a colleague's pull request, and treating it the same way is why bugs get through. Here is a risk-based way to decide how much scrutiny a given piece of generated code actually needs, plus the five-minute floor you should never skip.