Comment by bjt

Even with LLMs, we need a way to translate between the imprecise plain English description of a program and the completely-unambiguous level of code. You need the ability to see when the LLM has resolved ambiguities in the wrong direction and steer it back. If you can't speak code, that's going to be a very error-prone process.