FluentDocs detects which documentation is affected by code changes and prepares precise, reviewable updates for onboarding and setup guides, tutorials, migration docs, READMEs, etc. You approve the changes and ship them as a pull request.
FluentDocs fits directly into your development workflow, detecting documentation issues as code evolves and guiding updates before users notice problems.
Detects documentation drift on every git push by analyzing code changes and their impact. No manual checks or reminders.
Understands the intent behind code changes to suggest meaningful updates, not just syntax fixes.
Seamlessly links code in one repo to documentation in another, keeping documentation accurate even in distributed systems.
Review suggested updates in a visual diff editor. Accept, reject, or edit changes without dealing with raw markdown.
Turn approved suggestions into a clean pull request that fits your existing review and CI workflow.
Maintain consistent documentation quality across teams by standardizing how updates are detected, reviewed, and shipped.
See how we stack up against copilots, manual workflows and other tools.
| Feature | FluentDocs | AI Editors (Cursor/Copilot) | Static Sites (Docusaurus) | API Specs (Swagger) |
|---|---|---|---|---|
| Trigger How is the update triggered? | ✅ Auto (Git Push) | ❌ Manual Prompt | ❌ Manual Build | ⚠️ Build/Annotation |
| Discovery How are outdated docs found? | ✅ Proactive Scan | ❌ User must ask | ❌ None | ❌ None |
| Content Coverage What types of docs are covered? | ✅ Full (Onboarding, Guides & Tutorials, Migration etc.) | ✅ Same | ⚠️ Structure Only | ❌ API Reference Only |
| Context How much code context is used? | ✅ Semantic Knowledge Graph | ⚠️ Local / Open Files | ❌ None | ⚠️ Schema Only |
| Workflow How do updates get applied? | ✅ Automated (Push → Review or PR) | ⚠️ Chat / Agent Mode | ❌ Manual Edit | ⚠️ Auto-gen (Limited) |
Setting up FluentDocs is simple. Follow these steps to keep your documentation in sync with your code automatically.
Sign in with GitHub and install the FluentDocs App on your repositories.
Select your repository and define the paths where your documentation is stored.
Continue your development workflow. We detect doc-impacting changes on every push.
Approve suggested updates in our editor or via automated pull requests.
Choose the plan that fits your needs. Start for free and upgrade as you grow.
Perfect for hobbyists and solo developers getting started.
For professional developers and small teams needing more power.
Complete solution for organizations. No API key required.