Writing

Mar 24, 2026

Specs: The Tests You Didn't Write

A spec/ directory with markdown files gives AI agents something test suites can't: the ability to find bugs you haven't thought of yet.

Mar 1, 2026

The Bottleneck Isn't the Agent. It's the Environment.

Why parallel coding agents need environment isolation, not just code isolation.