Using prompts as Python code is a genius way or not?

As you know the capacity of modern LLMs supports to creation of mostly succeed Python codes. What happens if we use this capacity in the real coding future? Just write a prompt and explain what you want and what you expect. It just generates the codes and runs and exports the output. It is genius or not ? Speed, cost against efficiency