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as featured in Business Insider

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.

2nd of 2,700+ at a worldwide hackathon

Click a phase to look inside
Ideatethink it throughzoom in →ideaspecreviewBuildmake it realzoom in →plancodecheckReviewinspect the workzoom in →scoperunverdict
The whole project
Think 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.

book a free call

start on your own

Prefer to start on your own. Drop your email and I will send you free lesson one. No spam, just one real lesson.

Featured in Business Insider

2nd of 2,700+ at a worldwide hackathon

I taught my mom to build at 73

[ WHAT IS INSIDE ]

A real, complete curriculum.

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.

2nd of 2,700+ at a worldwide hackathon

Pick your pace

Best value

Founding Membership

$19/mo, founding rate

Who it is for: Self-paced learner who wants the whole method, no scheduling.

What you leave with: The complete curriculum, a monthly live webinar with me, and your founding rate locked in for good.

  • The complete curriculum, all live now
  • A monthly live webinar with me
  • Quizzes, visualizations, and a glossary in every lesson
  • Community access
  • Founding rate locked in, before the price rises
Become a founding member
Start here

Intro Session

$50one-time

Who it is for: First-time visitor unsure where to start.

What you leave with: A clear, buildable plan for one idea, worked out side by side. This is the ideation phase, where every project starts.

  • 60 min session
  • Turn one idea into a plan
  • Intro lesson unlock
  • Community Discord access
Book intro session
Keep going

Continued Learning

$80/hr

Who it is for: Returning student ready to launch real things.

What you leave with: Architecture review, refactor planning, and build sessions billed by the hour.

  • Hourly sessions
  • Architecture review
  • Refactor planning
  • Full curriculum access
  • Full community access
Book a follow-up session

Founding rate, $19/mo. Lock in this price before it rises.

[ BOOK ]

Pick a time.

a free 15 minute call, live, to see how i can help.

book a free call

ready to build now? you can book a paid hour instead.