They can’t read your mind. A professional painter is going to make the exact image they want in far less time and with more accuracy than repeatedly prompting a black box to make small changes.

But if you’re an amateur and don’t really know what you want, or you’re not very picky or care about quality, then meh good enough. High level software developers know what they want. They are like painters. And at that point, the LLM isn’t really solving problems for you. At best, it’s putting the paint to the canvas. That is, saving you typing time.

But time spent typing is definitely not the limiting factor for productivity in software.