No it doesn't, there is a lot of simple "gluing APIs together" to do in all of those. The hard part then is figuring out what you want to do, not getting the code to do it.

I did a startup for years and the backend was all boring Golang talking to Postgres. I am confident that if GPT had produced identical code it would've been worse. Because shit hit the fan many times due to misunderstandings or other things that cause bugs. Because I wrote the bugs, I was able to fix them. Making coding more of a blackbox and treating coding as menial labor would have definitely caused us to lose customers and miss important deadlines.

Maybe the next way to move the goalposts is "GPT will debug for you someday and be trained on the entire transitive closure of your dependencies."

That sort of thing could actually be useful as a sort of hint, but it isn't replacing devs any more than ripgrep did. To be honest, ripgrep through the source of my deps is already highly efficient and points me to things often.