Comment by npilk
Maybe this is yet another application of the bitter lesson. It's not worth learning complex processes for partnering with AI models, because any productivity gains will pale in comparison to the performance improvement from future generations.
Perhaps... Even if I'm being optimistic though there is a ceiling for just how much productivity can be gained. Natural language is much more lossy compared to programming languages, so you'll still need a lot of natural language input to get the desired output.