Complete beginners shipping a working app in a day
A community organisation wanted to build a simple internal tool but had no development budget and no technical staff.
A four-hour Vibe Coding workshop where five non-technical staff built and deployed a working app by describing it in plain English.
The organisation needed a simple tool: a way to track volunteer availability, match it to shifts and send reminders. Developer quotes came back at figures that would have killed the project before it started, and none of the five staff who would use the tool had ever written a line of code.
The workshop ran for four hours. The first hour covered what "vibe coding" actually means: describing what you want in plain English and letting AI build it. The remaining three hours were hands-on. The team built, tested and refined the tool together, learning to prompt, review the output and catch when something was not quite right.
The app went live that afternoon. Six months later it is still in daily use, maintained by the team that built it, and no developer was ever hired. The organisation now treats "describe it first" as its default approach for any internal tool.
The app went live the same afternoon and is still in daily use six months later, with no developer required.