
A Repeatable Review Harness for AI-Generated Code After the First Merge Gate
The first merge gate catches obvious AI coding mistakes. A repeatable review harness catches the slower failures: drift, missing rollback paths, weak tests, and agent changes that look fine until production maintenance begins.