The art of designing, testing, and optimizing prompts remains underappreciated yet crucial. But it matters less for newer “reasoning” models like o3, which attempt to figure out tasks independently. And suddenly prompt engineering feels very 2023—nowadays it’s all about context: giving chatbots access to the right tools and the right knowledge at the right moment.

Berger, Eleanor (2025): Context Engineering: A Primer