↳ keep other systems — and yourself — honest
Harness Studio is the fourth and final academy. It's Builders-only, smallest, and the most philosophical. Where the other three academies teach building things, Harness Studio teaches building systems that keep other systems honest over time — including your own drifting taste. Pure taste, concentrated.
↳ the measurement paradox, and the four parts of a real rubric
Target, criteria, weights, anti-rubric. Every rubric you've ever seen is missing at least one of these — and that's why they all decay.
↳ turn a rubric from a document into a runnable
Your first real LLM-as-judge, powered by the Claude API. Your rubric stops being a document and starts being something that runs.
↳ when the judge is you, and the problem is also you
The time capsule technique. Use past-you as the anchor for present-you — because present-you can't be trusted to notice.
↳ the whole Kindling thesis, woven together
Every module across every academy, one last look at the shape it makes, and a farewell from Prof. Zhang himself.