Why I invented a metric I'd never heard of, and why the industry eventually caught up. I started using the term "predictability" in 2019, and I was pretty sure I was making it up. The situation that produced it was not subtle. I had just taken

What I actually found when I set out to test heterogeneous AI code review. For the last couple of months, I've been running a two-agent code review workflow in my terminal. Left window: Claude Code doing implementation. Right window: a second Claude Code instance prompted to be

Why your team is probably working on the wrong bugs, and why they don't know it.

Where I'm actually deploying AI coding tools at my next organization, and why. If you read my last post, you know I'm not a believer in the uncritical sense. Context rot is real. The confidence-to-accuracy gap is real. The autonomous decision-making that nobody

What I actually found when I stopped reading about AI and started running my own experiments.