Funny that I'm seeing negative view on this post, and it's also closer to what I've found in the wild. Often (in special outside of the web/rest api world), the LLM fails far more often, like at least 3 in 10 is pure garbage, while the other 7 is maybe correct, but still needs refactor to be in the shape to use in the codebases that I've.