Last weekend I was debugging some blocking issue on a microcontroller with embassy-rs, where the whole microcontroller would lock up as soon as I started trying to connect to an MQTT server.

I was having Opus investigate it and I kept building and deploying the firmware for testing.. then I just figured I'd explain how it could do the same and pull the logs.

Off it went, for the next ~15 minutes it would flash the firmware multiple times until it figured out the issue and fixed it.

There was something so interesting about seeing a microcontroller on the desk being flashed by Claude Code, with LEDs blinking indicating failure states. There's something about it not being just code on your laptop that felt so interesting to me.

But I agree, absolutely, red/green test or have a way of validating (linting, testing, whatever it is) and explain the end-to-end loop, then the agent is able to work much faster without being blocked by you multiple times along the way.