Understanding the business problem or goal is actually the context for correctly writing code. Without it, you start acting like an LLM that didn't receive all the necessary code to solve a task.

When a non-developer writes code with an LLM, their ability to write good code decreases. But at the same time, it goes up thanks to more "business context."

In a year or two, I imagine that a non-developer with a proper LLM may surpass a vanilla developer.