How-To
How to Build a Machine Gate That Catches Bad AI Output
A machine gate is a script that checks AI output against a contract before anyone trusts it. How to design one, test it, and avoid the rubber-stamp trap.
Category
How-To
Workflows you can copy and run today. (3 articles)
How-To
How to Review AI-Generated Code Before You Merge It
AI-written code fails differently from human code: it compiles, looks idiomatic, and can still miss the point. A practical review method that catches it.
How-To
How to Run an AI Coding Agent on a Schedule (Without Babysitting It)
Turn a coding agent into a nightly worker: a runbook file, a scheduler entry, a machine gate that blocks bad output, and logs you can trust. Step by step.