[skydhash]

The moment you gain some expertise in a subject, LLMs fail horribly. Because you will have a mind model of the thing you're working with, LLM won't be able to solve what you can't, as it will often require a deep dive into the internals. And that's when you want a complete reference/manual nearby. As for boilerplate, most experts have project templates or can extract one from an old project.