Learn by building a real project with a professional AI coding agent — and a coach that makes sure you understand every line that ships.
Built by a Lead Engineer with 15 years in big tech
Your coach keeps track of everything you've learned — along with the evidence that you've learned it.
Your knowledge map: every concept you can explain, lit. Every one that's fading, honestly marked for review. It's live — tap a node.
Here are the two biggest reasons beginners get stuck today
Memorize syntax for months. Build toy exercises no one will ever use. Burn out before you ship a single real thing.
Vibe-code an app in a weekend. Understand none of it. Stall the moment it breaks — a passenger in your own project.
You direct a coding agent on your own project, in the same development environment industry software engineers use. A coach gates the work: creates plans, tracks every engineering concept, every file created, and quizzes you to make sure you understand everything.
Between sessions, the web app mirrors your progress: the map, the journey, the evidence — in your own words.
Mastery takes time. Your coach will provide spaced repetition and quizzes backed by latest science to test your understanding
One real project — yours — broken into sections and shipped live at the summit. The dashboard answers three questions: where am I, what's due, what's next. Then it sends you back to the terminal, where building happens.
The journey view: a route sized to your project — what you've shipped, where you are, and what's locked until you earn it.
Ideas you've had along the way, saved for after you ship. What you'll be able to build next:
Your club uses it at a real URL.
It looks like a product and handles mistakes gracefully.
Members see their own club, not everyone's.
Your data survives a refresh — from any device.
Each book gets its own page.
Adding a book actually saves it.
The book list changes when you click.
Your project runs on your own computer.
I've spent 15 years in big tech, now as a lead engineer, and I teach careers, coding, and AI on YouTube. I haven't hand-written most of my own code in months, and that's exactly the point: the job now is directing, reading, and verifying. I'm building this because learning to code and learning to work with AI are now the same skill — and I think this is the best way to learn both at once.
Yes — but the skill changed shape. What lost value is typing syntax from memory. What gained value is directing AI agents, reading code, and verifying it works. That's what you learn here.
Using AI blindly is. Working with AI is part of the skill now — so you learn it deliberately, with a coach that checks your understanding at every step. The checkpoints exist precisely so you can't coast.
No. The baseline assessment finds where you are and sizes your first project to it. Total beginners start smaller; nobody starts with nothing to build.
The app is in development — waitlist members get early access and founding pricing. You'll need a subscription to an AI coding agent — the first lesson helps you pick one and set it up.
For career switchers who want to build things — and understand them.
Want to start today, free? The prompts and skills from the video →