I always found that if you are good enough at whittling down boilerplate that coding becomes something akin to pure architecture.

I find that mediocre programmers and LLMs are bad at both. They're helpful if you want to shit out some repetitive boilerplate or perform a complex search of some kind but otherwise you're better off without.