Self-Improving Docs, Part 1: Automatically Turning Documentation Gaps Into Pull

<p>Coding agents draft specs, architecture docs, changelogs, and README updates in seconds — but a human still has to judge the quality of all that output.</p> <h2> The bottleneck

<p>The agent generates 40 lines of code. You read the diff. You approve the change.</p> <p>What just happened there? You didn't write code. You didn't design a flow. You didn't

<p>Your next customer might integrate your product without ever visiting your documentation site. Their coding assistant will read it for them, choose an approach, and generate

<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>We all know the drill — you ship a product, users love it, then someone asks: "Where are the docs?"</p> <p>Writing documentation is one of those tasks every dev team knows they

<p>If you're new to agent skills, start with my beginner guide first:</p> <p><a href="https://dev.to/debs_obrien/what-are-agent-skills-beginners-guide-e2n">What Are Agent Skills?

<p>I'm going to do something unpopular. I'm going to talk about documentation like it's money. Not "documentation is important" money - not the kind where a VP nods thoughtfully