Hacking with Claude on a $27 Smart Watch: Edge AI Coding Case Study

Hacking with Claude on a $27 Smart Watch: Edge AI Coding Case Study

Can you really build a custom smart watch face with an AI coding agent on a $27 watch? Yes — a staff software engineer at Strava did exactly that, turning a PineTime that had sat abandoned in a drawer for two years into a working Casio-style watch face in just a few hours. This case study breaks down how edge AI coding works on cheap, open-source hardware, and what it means for the future of embedded development. ...

September 3, 2026 · 11 min · baeseokjae