>"AI is really good until you know what you’re talking about."
Maybe this is a case well represented by the bell curve meme? "AI is great; can do everything" (but you've no domain knowledge so cannot guide it and everything means autonomous creation, so when eventually reaches a roadblock will have no idea what to do), "AI is really good until you know what you’re talking about" (then seemingly doesn't work and is even counterproductive), "AI is great; can do everything" (you've domain knowledge and can guide it and everything means application and assistance).
Essentially rather hope for the LLM to create all by itself as seems to be the current case for many, you should be able utilize your knowledge and have it assist you to both generate an initial code and converge it to where you want.
Maybe this is a case well represented by the bell curve meme? "AI is great; can do everything" (but you've no domain knowledge so cannot guide it and everything means autonomous creation, so when eventually reaches a roadblock will have no idea what to do), "AI is really good until you know what you’re talking about" (then seemingly doesn't work and is even counterproductive), "AI is great; can do everything" (you've domain knowledge and can guide it and everything means application and assistance).
Essentially rather hope for the LLM to create all by itself as seems to be the current case for many, you should be able utilize your knowledge and have it assist you to both generate an initial code and converge it to where you want.