My whole thesis is we've been doing this with humans since the beginning. I'm not finding anything unique about LLM generated code. You gotta define standards the "developer" can read and implement. You gotta review the code for compliance. You gotta test the code for quality. You gotta perfomrance test for scalability. Who gives a flying turkey whether a meat-puppet (human) or a clanker (llm) wrote the code? It's still just code.