The other day I also developed a RGB-RGBW converter using a rp2040; claude did most of the assembly, so instead of taking a couple of days, it took a couple of hours.
I don't prefer no code; my point is software is a barrier on embedded systems, and if I - someone who can actually program in c/c++, python and assembly, see huge benefits in using LLMs, for someone at an entry level it is a life changer.