If you want to get more out of LLMs, think less like a typist and more like an engineering manager. Once code generation gets cheap, your leverage moves away from authorship and toward direction, judgment, and acceptance. The hard part is no longer making code appear. The hard part is deciding whether the output is correct, safe, and worth shipping.