Every video is free. All of them.
Not a sample, not the first module, not a teaser with the good part behind a wall. The whole course is filmed and the whole thing goes on YouTube for nothing.
One playlist per track, in course order.
I record each lesson as I work through it, including the parts that break and the working out that follows. Nothing is edited to look effortless, because the working out is the skill.
Every description links back to the written lesson here. If you never come back, you have still had the whole course.
Channel link goes here the day the first videos land.
- Every lesson, in order, start to finish
- The exercise built on camera at real speed
- The debugging — what broke and how it was found
- What things actually cost, on screen
No sponsor reads. No twenty-minute intro.
Watching is not the same as learning.
You can watch every video and build nothing. What you pay for is the part that makes it stick: work you actually do, marked honestly, kept somewhere, with a tutor that knows the lesson you are on.
The workbook
Every lesson has an exercise that leaves a real file behind, with a definition of done you can check. Not notes. Work.
Real grading
Your answers are marked against what the lesson taught, and told plainly when they are wrong. Get one wrong and it re-explains the exact thing you missed, then writes a new question on the same idea. You cannot pass by memorising.
A tutor that knows where you are
Highlight any sentence and ask about that exact line. It knows the lesson, your scores per concept, and what you have already got wrong.
Your own AI behind it
Plug in your own API key, or connect a subscription you already pay for — Claude, ChatGPT, Gemini — and the tutor, the marking and the playground all run on it. No credits to buy from me.
Everything you make is kept
Notes, boards, prompts, plans, every answer you have been marked on, your progress per concept and per model. It is there next month when you need it.
Problem solving, taught properly
A whole track on debugging: reading a failure, narrowing it down, and getting out of the loop where you and the AI trade fixes for two hours. The skill nobody teaches.
Side by side
| Free | Full access | |
|---|---|---|
| Every video | Yes | Yes |
| Written lessons | 118 of them | All 452 |
| Exercises with a definition of done | On the free lessons | Every lesson |
| Marked answers and re-teaching | — | Yes |
| The tutor on any sentence | — | Yes |
| Your own key or subscription behind it | — | Yes |
| Notes, boards and prompt library, kept | — | Yes |
| Skill maps per concept and per model | — | Yes |
| A path built around what you are making | — | Yes |
| The lounge, critiques and teams | — | Yes |