The first step in the AI workflow is specification. This article shows how I turn a vague user story into something a human and an agent can use without guessing, with Gherkin, typed examples, and properties.
Code Quality
The implicit promise of AI coding assistants was that tests would become a thing of the past. The reality documented by Kent Beck, ThoughtWorks, and several 2025 studies is the opposite: with AI, tests become essential — but the work has shifted.