I once spent an hour debugging AI-generated code that insisted on using a method that hadn’t existed in a library for three years. Like many developers, I’ve been on a rollercoaster with AI coding assistants. One moment they generate flawless code; the next, they’re confidently hallucinating. After many trials, I’ve landed on a structured workflow that brings predictability and power back to the developer. This isn’t about finding one “perfect prompt.” It’s about creating a un...
