I've been working on a vibecoding platform that takes natural language input, generates code via Claude's API, sets up infrastructure, and deploys. One input, one output, working app.
Running a public competition to stress-test it. The interesting finding so far: experienced devs are using it less as a code generator and more as a rapid prototyping layer. Getting to a working version in minutes instead of days.
The non-obvious challenge was getting Claude to produce reliable multi-file output that actually runs without manual fixes. Happy to talk about the architecture if anyone's curious.