Problem is that most our embedded stuff is heavily NDA'ed and will never (and isn't allowed to) end up in LLMs. So we will be sticking to hand-writing most stuff.

At work we have access to the latest LLMs (Claude, Gemini, Open AI) and they are not really usable. The code looks great (which makes it extremely hard to debug) - but produce too much hallucinations.