The AI Learning Hub Journal
◆ Free course · 5 modules · 27 lessons

Vibecoding: Build Your Idea with AI

Turn a business idea into a working prototype using AI — and know exactly what you have actually got

Read it in the library →
Module 1 · 6 lessons

What You Can Actually Build Now

What vibecoding means in practice, and what a non-engineer can genuinely build today. The things that still need a professional, and how to cut an idea down to a first version that can exist by Sunday night.

  1. What Vibecoding Actually Means
  2. What You Can Genuinely Build
  3. What Not to Build This Way
  4. Sizing an Idea Down to a Weekend
  5. Prototype, Something Friends Can Try, Real Product
  6. Which Tools, and Why This Page Ages Fastest
Module 2 · 5 lessons

From Idea to First Version

How to write a plain-language spec an AI can build from, and how to add one thing at a time. Describing screens and flows so they come back recognisable, and reacting usefully when what arrives is not what you pictured.

  1. Writing a Spec in Plain Language
  2. One Thing at a Time
  3. Describing Screens and Flows
  4. When It Is Not What You Pictured
  5. Iterating by Describing the Gap
Module 3 · 5 lessons

When It Breaks

It will break. How to read enough of an error message to be useful, and what context the AI needs from you. How to spot and escape the doom loop, where every fix creates a new break, and how to tell when the tool is simply wrong for the job.

  1. It Will Break, and That Is Normal
  2. Reading an Error Message
  3. Giving the AI What It Needs
  4. The Doom Loop
  5. When the Tool Is Wrong for the Job
Module 4 · 5 lessons

Is It Any Good?

A practical, no-statistics way to know whether what you built actually works. A short list written before you build, run in full after every change, tested by someone who is not you — plus extra care where an AI feature can be confidently wrong.

  1. Write Down What Good Looks Like First
  2. Run the Whole List Every Time
  3. Test With Someone Who Is Not You
  4. "It Worked When I Tried It"
  5. When the AI Inside Your App Can Be Wrong
Module 5 · 6 lessons

Before You Let Anyone Else Use It

The honest module. Other people's data, secrets and keys explained plainly, costs that run away overnight, and what "it works on my machine" hides. The real risk of shipping code you cannot read, and how to tell when to stop and get help.

  1. Other People's Data
  2. Secrets and Keys, Plainly
  3. Costs That Run Away While You Sleep
  4. What "It Works on My Machine" Hides
  5. Code You Cannot Read, and When to Stop
  6. The Whole Method, Once Through

Every lesson is free, with no sign-up. Reading happens in the library, where your progress is saved on your device.