> Yesterday almost my whole day was wasted because I chose to attack a problem primarily by using Claude 4 Sonnet

I have been extremely cynical about LLMs up until Claude 4. For the specific project I've been using it on, it's done spectacularly well at specific asks - namely, performance and memory optimization in C code used as a Python library.