Working notes and free downloads from operators who use AI every week. Looking for the courses? Head to the course hub →
What operators are actually doing with AI — and how to build one this week. The full menu, grouped by what you already do.
Read the flagshipThe full x402 build, honestly — ~350 lines of code, $0/month, five products priced like API calls, and the straight answer to "has anyone actually bought anything?"
Read the build storyAI for Teachers, Teaching AI in the Classroom, AI for High School — every one starts free. This page is guides and downloads only.
For anyone who publishes anything. Multiplies work you're already doing.
How one person runs an agency. Sell an outcome; let the system do the heavy lifting.
Build something you own that keeps earning after the work is done.
The system prepares; you send. Personalisation at scale, without the spam.
Don't sell something directly. Make you the best-informed operator in your space.
The unglamorous machinery. Save the hours that let you make money.
Printable single-page briefs. Open them in your browser, hit File > Print > Save as PDF if you want the offline version.
Howll — the AI company behind this lab — works with Australian organisations on AI strategy, delivery, and private infrastructure. This lab is its education arm.