Andreas Spiess demonstrates a complete AI-assisted workflow for a real hardware project (ESP32), from specification to tested code.

The video concretely shows how AI (here, Claude Code) helps structure complex tasks, generate code, and even run automated tests. An excellent insight into the productive collaboration between humans and AI.

AI-generated: summaries written by AI from the linked sources. How we use AI