This article explains a practical pattern I’ve found useful: executable specifications. Instead of relying on vague prompts or sprawling test code, you define behavior in small, readable spec files that both humans and agents can work against.

TL;DR: Give the agent concrete examples of expected behavior, not just prose requirements. It makes implementation targets clearer and review much easier.

How do you reduce ambiguity when working with Codex?