Test-First AI Documentation: A Workflow That Keeps Generated Docs Honest

<h1> Draft Freely, Publish Narrowly: A Page Ownership Gate for Model-Written Docs </h1> <p>Documentation pipelines rarely fail because the model writes badly; they fail because

<p>Generated reference docs stay trustworthy when a generator may write only restatable files under an allowlisted path. Support windows, uptime figures, and deprecation calendars

<p>I read the phrase "spec-driven development" and immediately decided it was for people without taste. Six months later, Claude Code generated a discount system that applied

<p>AI tools are everywhere now ChatGPT, Claude, Gemini, Copilot, Cursor, and Zed.<br /><br /> They can write code, refactor files, and explain complex snippets in seconds.</p>

<p>I still remember the exact moment.</p> <p>It was 11pm. My team had been sprinting for 3 weeks building <br /> a new payments feature. Deadline tomorrow. I handed the final <br