The majority is coding in an IDE with Claude. It outputs results that I can validate immediately. There are lots of wrong answers to be tossed out but it's still a large acceleration over just docs and stackoverflow.

I can understand the skepticism if you use it in a context where you can't independently test the answers, so you can't filter out the trash. But it's a big level up when you can.