A tour of LLMs

A pragmatic survey of the LLM landscape for engineering teams: open vs closed, sizes that actually run on your hardware, when prompting beats fine-tuning, what evals are worth wiring up first, and the pitfalls that keep showing up across the projects I've worked on.