The repeatable AI workflow, in plain English
Most people try AI coding tools the same way: they open a chat, type a wall of text describing what they want, and hope. Sometimes it works. Usually it spins out, and you end up further from a real product than when you started.
The fix is not a better prompt. It is a repeatable workflow, the same one good engineers use, just run with AI doing the tedious parts and you staying in command.
The shape of it
Every project, at every size, runs the same three moves:
- Ideate. Figure out what you are actually building and what you are not.
- Build. Run short, repeatable commands and let them carry you through.
- Check. Have the work reviewed before you trust it.
That is it. The same shape repeats at the level of the whole project and at the level of a single change. Once you see it, you stop guessing.
Why "prose out, primitives in" matters
The pivot that changes everything: you stop typing paragraphs at the AI and start running primitives, short reusable commands that do one job well. You press the button, the workflow runs, and you do not babysit it. Like a microwave, not a campfire.
That is the difference between "vibe coding" that falls apart and a process you can repeat on your own work, on Monday, without me sitting next to you.
Where to start
The first two lessons of the curriculum are free, no login:
- Lesson 00, the map shows how every piece fits.
- Lesson 01, macro ideation is the first move.
If you would rather talk it through, the best starting point is a free 15 minute call. We use it to see whether this is a fit for you, and you leave with a clear next step either way.