Honestly this one's been made a lot easier with LLMs.

Like just today I got a nebulous-ass error trying to compile some old cpp package, threw that into 4o and in a few seconds I get an in-depth analysis back and a one line correction that turned out to fix the entire thing. Literal hours saved lmao.