Four builds, one operating pattern.
Different industries, different scales, the same underlying method – which is exactly what the twelve weeks teach.

monthly users, built solo in six months
Festival information lived in scattered forums, dead links and out-of-date lineup pages. The idea was obvious; building a directory of that size was a developer job with a developer budget.
A structured content system, automated listing ingestion and a publishing pipeline that fills and refreshes pages without anyone touching them. One person, no engineering team.
The largest festival directory of its kind, running itself. Traffic compounds monthly and the maintenance cost of adding a new country is close to nothing.
What every build here shares.
None of these needed a team, a raise or an engineering background. They needed the same five habits – which is the whole reason the curriculum is ordered the way it is.
The golden AI era is now.
These were all built by someone who started without a technical background.