<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>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>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>The pull request looked finished. Twenty-three files. Tests green. A free coding model had been left on the ticket overnight. Then a reviewer opened
<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
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