Harness as an Illusion

The harness was supposed to fix AI coding. Give the model constraints. Give it checks. Give it a structure to operate within, and it will produce coherent code instead of a mess. That was the […]

The Comprehension Window

AI can write code faster than any team can read it. That’s not a productivity problem. It’s a comprehension problem — and it has a name. What the Window Is The comprehension window is the […]

When Should a Dev Team Make Improvements?

Scrum and DevOps both have a retrospective phase. Many teams use it to solve frictions. That’s generally a bad practice. The Problem With Waiting A retrospective keeps the friction alive until the meeting. If a […]