How to Unblock Your AI PR Review Bottleneck: A Tech Lead’s Guide to Building a Codebase-Aware Reviewer

A few months ago, I was reviewing a pull request that added three new API endpoints. The diff was clean. Tests passed. The agent that generated it had even written sensible authorisation checks. By ev