What's new.
A living curriculum means things ship constantly — new modules, playgrounds, tools and platform capabilities land here the moment they go live.
- Platform
Miatz Tuukul — structured thinking for the AI era
The thinking strand of AI-Fluency is live: a daily check-in that builds your personal calibration curve from real AI work, judgment drills on your own backlog, and a coach that rides along in Claude Code at the three gates — Delegate, Accept, Deploy. Start with the free five-minute Calibration Lab.
See it live - Playground
New free playgrounds: Calibration Lab & Gates Simulator
Two new no-login playgrounds: the Calibration Lab (20 questions answered with stated confidence produce your Brier score and calibration curve) and the Gates Simulator (make the Delegate / Accept / Deploy calls on a scripted agent run, then watch the consequences replay).
See it live
Never taught last year's stack.
The curriculum refreshes against the model landscape continuously — join and it stays current for you.