The Best Evidence for a Fact-Checking Process Is the Errors It Catches

AI assistance made my technical writing faster and my errors faster too. The pipeline that resulted — claim ledgers, publish-day drift guards, and a separate instance that checks the writer — caught three of its own mistakes before readers could. Those scars are the point.