I had codex write a CAN driver for a motor controller in Ardupilot in cpp. It took two fixes that it found and also helped me set the parameters once I had it compiled and installed in the board. I was considering getting an experienced Ardupilot dev to help me because I’m unfamiliar with CAN and cpp, which surely would have been $1000+ and lots of back and forth etc. . It’s such great technology.