This was a very directed experiment at purely LLM written maintainable code.

Writing experiments and proof of concepts, even without skill, will give a different calculation and can make more sense.

Having it write a "starting point" and then take over, also is a different thing that can make more sense. This requires a coder with skill, you can't skip that.