The Docs Draft Pipeline: What an AI May Write and What You Must Own

<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>Your pipeline catches a missing semicolon in thirty seconds.</p> <p>It runs four thousand unit tests, flags security vulnerabilities, checks code style, enforces branch naming

<p>AI code assistants have made documentation fast to produce and easy to ignore. The issue is not speed; it's trust. Models can write a polished docstring that describes a

<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>Config documentation fails most often when a generated catalog silently absorbs production promises that nobody reviewed. Parser extraction can list keys, types, and source

<p><strong>Authors:</strong> <a href="mailto:srastatter@google.com">Sean Rastatter</a>, <a href="mailto:rawanbadawi@google.com">Rawan Badawi</a></p> <p>Why do so many enterprises

<p>Short answer: keep metadata inspection and description drafting as separate, observable stages, then gate thumbnail publication on moderation coverage rather than on whether an

<p>Most developer security content is a checklist you'll never finish.</p> <p>OWASP Top 10. Rotate your secrets. Use HTTPS. Thanks, very helpful.</p> <p><strong>The real gap in