Swimm
Living, code-coupled documentation that auto-syncs as your code changes
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At a glance
What it does
Code-coupled docs that auto-sync on every PR, plus an /ask assistant that answers questions about your codebase.
Detailed overview
Documentation rots the moment code changes. Swimm keeps docs continuously accurate and tied to the code — a patented auto-sync algorithm verifies and updates documents during pull requests, and its /ask assistant indexes your code and docs to answer codebase questions and turn answers into living documents. Docs tooling is unglamorous, so Swimm flies under the radar despite nailing the single hardest problem in the category — doc rot — better than general docs generators. Integrates with GitHub, GitLab, Bitbucket, VS Code, and JetBrains IDEs; tiered plans from a free tier through Enterprise; /ask shipped late 2025; VC-backed (Insight Partners).
Key features
- Code-coupled living documentation
- Auto-syncs docs on every pull request
- /ask answers questions about your codebase
- Works in VS Code and JetBrains IDEs
Who it's for
Best suited for developers looking for ai coding tools. Living, code-coupled documentation that auto-syncs as your code changes
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