{"slug": "one-small-ai-workflow-that-solved-our-stale-api-documentation-problem", "title": "One small AI workflow that solved our stale API documentation problem", "summary": "A developer at Voiden solved stale API documentation by integrating an AI workflow into their repository. The backend team uses a CLAUDE.md file that instructs Claude to update documentation whenever an API is added or modified, ensuring docs stay current without separate tasks.", "body_md": "One of the most annoying parts of backend development isn't building APIs.\n\nIt's keeping the documentation up to date.\n\nEveryone knows it should happen. Everyone plans to do it. But when you're trying to ship a feature or fix a production issue, documentation is usually the thing that gets pushed to \"later.\"\n\nWe had the same problem.\n\nOur backend team keeps all of our API documentation in a Voiden repository. The interesting part isn't just where the documentation lives—it's how it's maintained.\n\nInside the repository, we have a `CLAUDE.md`\n\nthat tells Claude:\n\nWhenever an API is added or modified, update the relevant documentation before considering the task complete.\n\nSo when someone changes an endpoint, Claude automatically updates the docs as part of the same workflow. The developer reviews the changes, commits everything together, and moves on.\n\nNo separate documentation task.\n\nNo forgotten updates.\n\nNo stale examples sitting around for weeks.\n\nThe repository is made up of `.void`\n\nfiles, which are designed to be AI-readable rather than just human-readable.\n\nThat means the documentation isn't tied to Claude.\n\nToday, Claude updates it because that's what our backend team uses.\n\nTomorrow, I can point another AI at the same repository, and it immediately understands our APIs, examples, conventions, and project context without us having to rewrite everything into a new prompt.\n\nThe documentation becomes shared context—not just for developers, but for AI agents too.\n\nThat's something I didn't appreciate at first.\n\nWe're no longer writing docs just for humans.\n\nWe're writing documentation that both humans **and** AI can work with.\n\nMost people treat files like `CLAUDE.md`\n\nas project setup.\n\nWe've started treating them as part of our engineering process.\n\nInstead of saying:\n\n\"Don't forget to update the docs.\"\n\nWe encode that rule once.\n\nThen every future task follows it automatically.\n\nIt's a tiny workflow change, but it's removed one of those recurring problems every engineering team eventually runs into.\n\nI'm curious what other repetitive engineering habits people have pushed into their AI instruction files.\n\ncheck out more at ** Voiden**.", "url": "https://wpnews.pro/news/one-small-ai-workflow-that-solved-our-stale-api-documentation-problem", "canonical_source": "https://dev.to/flutwiz/one-small-ai-workflow-that-solved-our-stale-api-documentation-problem-14g1", "published_at": "2026-07-28 06:18:09+00:00", "updated_at": "2026-07-28 06:32:59.759710+00:00", "lang": "en", "topics": ["developer-tools", "large-language-models", "ai-tools"], "entities": ["Voiden", "Claude"], "alternates": {"html": "https://wpnews.pro/news/one-small-ai-workflow-that-solved-our-stale-api-documentation-problem", "markdown": "https://wpnews.pro/news/one-small-ai-workflow-that-solved-our-stale-api-documentation-problem.md", "text": "https://wpnews.pro/news/one-small-ai-workflow-that-solved-our-stale-api-documentation-problem.txt", "jsonld": "https://wpnews.pro/news/one-small-ai-workflow-that-solved-our-stale-api-documentation-problem.jsonld"}}