The idea that it only reveals missing abstractions and that this is bad, is pretty off the mark in a lot of ways.

First off, there's plenty of cases where it make no sense for me to spend all my time abstracting everything possible in my pipeline. Maybe I'm a game developer who doesn't want to spend all my time abstracting away all the initial scaffolding for game prototype and just make a dang game prototype.

Or maybe the abstraction would needs to much confirmation to not really be any different than code (again, games.)

Or maybe the LLM is indeed a perfectly good abstraction for such a task, reliable and customizable.

Just keep writing abstractions all the way up the chain until you're so abstracted that you take english input and can product whatever is asked for, and, oh right.