Level 5 · Stop Wishing. Start Building.

Vibe Coding

Use AI to build working things.

Browse only

You do not need to become a traditional engineer first. You need enough structure to build, test, and refine with AI.

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Capstone

Ship one tiny but real app.

Keystone Shift

Stop Wishing. Start Building.

Use AI to build working things.

You do not need to become a traditional engineer first. You need enough structure to build, test, and refine with AI.

Open any node to get the mini lesson.

The tree stays visible while the lesson opens alongside it with the example, challenge, and completion rule.

Selected skill
Stop Learning, Start Building

Expansion Ring

Level 5 is allowed to grow. None of this is required for your first small ship.

UI Taste and Layout Refinement

Move past default AI-looking interfaces and make the tool feel intentional.

Data Models and Persistence

Decide what needs to be stored, what can stay temporary, and where state should live.

Auth, Payments, and Integrations

Add real product edges only after the tiny core loop already works.

Deployment, Analytics, and Testing

Learn how to ship, measure, and debug without losing control of the build.

Under the Hood

Optional side branch. Use it if the background helps. Skip it if you just want the practical path.

Stay on the main branch if you want the fastest route. Open this if you want a bit more background.

Optional Extras

What is Vibe Coding?

Optional context for the wider idea behind this level.

OpenAI Codex Guide

Optional tooling guide if you want to start building faster.