I think llm code generation is essentially similar to using dependencies, you can outsource well worn shit to it and not need to know about the implementation, but the parts of a system that are specific to a context (domain, company, etc) remain dependent on human understanding.. The folk funding this would love to make software a production line where workers don't need to understand how what they build works but any remotely complex system can't be built that way imo