How I Build Firmware with AI — A Research, Plan, Execute, Test Loop in Practice

I expected AI coding tools to boost my productivity. Half right, half wrong. I develop Zephyr RTOS-based firmware for nRF52/nRF53 using Claude Code as my primary tool, and the first few weeks actually