Beyond Green Tests: Securing AI-Generated Pull Requests

AI-generated pull requests can appear polished and well-tested while harboring subtle security flaws that traditional reviews often miss. The primary risk isn't that AI code is inherently insecure, but that it ships faster than teams can properly inspect it—making systematic security reviews essential. A targeted checklist focusing on blast radius, authorization enforcement, and untrusted data handling becomes critical to catching vulnerabilities before they reach production.