Designing Guardrails for AI-Generated Pull Requests

AI-generated pull requests are not a new category of code. They are pull requests. That sounds obvious, but it is the first thing teams forget when the novelty arrives. A pull request created with an AI coding agent still changes production systems, test behavior, user workflows, security posture, operational load …