Prompt engineering for backend engineers

Backend engineers are good at one thing that makes them unusually suited to working with LLMs: thinking about inputs and outputs as a contract.

A prompt is a function signature. The model is a black box with a well-documented surface area. If you approach it that way — rather than as a magic oracle — the results get a lot more predictable.