Learn the repeatable AI workflow, then build with it.
A self-paced curriculum plus live sessions that teach a repeatable AI workflow.
The workflow keeps you in command while the agents do the tedious work. No spinning out, no burning your time and money. I taught it to my 73-year-old mom, and Business Insider ran the story.
The whole projectThink it through. Build it. Inspect it.
First you think it through. Then you build it. Then you inspect what's there. Then you go again. Click any phase to see the same cycle running inside it.
Ideate 2 to 3 · Build 4 · Review 5 to 6
start with a call
I wasted over a thousand hours on dead ends so you don't have to. Start with a free call to see if I can help, and you leave with the Overview and Lesson 2. From there we build your spec together, stress-tested by you and a panel of agents, so you know exactly what you're making and what you're not.
This is not a teaser. Each lesson carries quizzes, visualizations, hover definitions, a progress marker, and downloadable skills, so the same framework lands at every scale. Here is what is inside.
Quizzes
Every lesson checks your understanding before you move on.
Visualizations
Diagrams that make each idea click instead of just telling you.
Glossary
Hover any key term to read a plain-English definition in place.
You Are Here
A progress marker shows where you are in the macro and micro arc.
Downloadable Skills
Take the reusable skills from each lesson into your own projects.
Beginner-First
Built from real teaching sessions with real beginners, so nothing assumes you already know it.
Overview The Map
2 Macro Ideation
3 Adversarial Review
Setup PairCoder Setup
4 Macro Implementation
5 Macro Review Tools
6 Macro Review Verdict
7 The Toolbox
8 Working Across Projects
9 Framework And Judgment
[ THE RECEIPTS ]
The proof, in one place.
Carol learned to build in plain words, the press covered it, and the same approach placed 2nd of 2,700+ at a worldwide hackathon.