The assumption behind the discussion is that they will be able to produce viable programs. And if you’re letting the LLM own the code, that’s what your job function will be: product manager.
Fair. But I'd change a title a bit to Product Engineer or System Designer. Still a lot of engineering judgement is/will be required to deliver production-ready systems.