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Building with AI

How I build with AI

I'm a project manager, not a developer — it must be fifteen years since I last wrote any code. Still, in a short time I built an app for booking the family's cars. Mostly for fun, but also to see how far AI can support the coding. Today the app is on the App Store — and this website is built with AI too. Here's how I did it.

The journey

From everyday problem to app in thirty hours

It didn't start with a business idea. It started with two cars, four kids and a few too many arguments about who'd actually booked the car. I shared the whole journey openly on LinkedIn — and it reached more people than I ever expected.

Step 1

The idea at home

An everyday problem, a challenge from my wife — and the question: “how hard can it be now that AI exists?”

Step 2

Talk the idea through

Before anything got built, I talked the idea through with the AI: what the app should do, what matters, what can wait.

Step 3

Building together

The app took shape in Cursor. I didn't write the code — I steered, tested, changed and asked.

Step 4

The first version

Cars could be booked and points handed out. Somewhere around there I realised this was more than a fun test.

Step 5

Out into the world

The app is now on the App Store. So far it's used by my family and a few others — we'll see where it goes.

Familjegaraget — overview with the family's cars and today's bookings Familjegaraget — weekly calendar with bookings Familjegaraget — book a chore and earn credits Familjegaraget — parent approves completed chores Familjegaraget — my credits and history

Familjegaraget today — bookings, calendar, chores and credits.

The method

I work with the AI much like with a small team

The same craft as in any IT project: describe needs, set requirements, test and decide. The difference is that the “team” is an AI that changes role when I ask it to.

ROLE 1

Sounding board

Talk the idea through before anything gets built.

ROLE 2

Architect

A technical foundation, written down — before the code.

ROLE 3

Designer

Flows and looks that feel right.

ROLE 4

Test lead

Testing all the way through, a checklist before launch.

ROLE 5

Developer

The AI writes the code. I review and decide.

ME

The project manager

Prioritise, set requirements and decide. That part I already knew.

For real

It became more than a prototype

What surprised me most wasn't that AI can write code — it was that it helped me take an idea all the way to something people use.

Familjegaraget has a written-down architecture that was drawn up before the first line of code. It handles several households, updates in real time, sends email in Swedish and can delete a whole household's data when someone asks. Everything was tested against a real checklist before the families were let in.

THE TOOLS

What I built with

  • Claude — sounding board, architect, designer and test lead
  • Cursor — the workbench where we built
  • Supabase — database and login
  • Vercel — makes the app reachable at a real address
  • Git — history and undo button
  • Resend — the email, in Swedish
Next build · In progress

The AI team takes a seat in the meeting room

Familjegaraget proved I can build an app together with AI. The next experiment is harder: can my six AI colleagues sit in on a real Teams meeting — hear who in the room says what, understand the context and chip in when spoken to, with their own voices?

THE IDEA

A shared meeting presence

The team joins as a single participant in the meeting — one ear, one mouth. Behind the scenes a “conductor” decides whether and who should answer, and the right colleague speaks in their own voice.

THE HARD PART

The art of staying quiet

You've maybe seen the clips where someone wires several AIs to speakers, and the chaos that follows. The hard part isn't the tech that talks — it's the tech that knows when to listen. Most of the time the answer should be: keep listening.

THE GROUND RULES

Open cards, always

Every meeting starts with the team introducing itself as AI and asking permission. Transparency, GDPR and the EU AI Act are there from the first line of code — not bolted on afterwards.

I'm documenting the build openly, just like Familjegaraget — what works and what doesn't.

Want to hear the story live?

I'm glad to talk about the build and what I think it means for digitalisation — in conversations and smaller settings, for management teams, IT departments and anyone else interested.