AI Development Tools. Documentation
Documentation That Writes and Updates Itself
AI auto-generates JSDoc, README files, API docs, and architecture diagrams from your code, and keeps them in sync as code changes.
Overview
What is AI documentation generation?
Documentation debt is the silent killer of developer productivity. Our AI reads your code and generates accurate, human-readable documentation for every function, module, and API endpoint, then keeps it updated automatically as your code evolves.
What's included
JSDoc generation
Auto-generates JSDoc, TSDoc, and Python docstrings for every function, class, and module, with parameter types, return values, and examples.
README automation
Generates and maintains project README files including setup guides, usage examples, environment variables, and architecture overviews.
OpenAPI spec generation
Produces and keeps in sync a complete OpenAPI 3.1 specification from your API routes, ready for Swagger UI, Postman, or client SDK generation.
Architecture diagrams
Auto-generates Mermaid and PlantUML diagrams for data flow, service dependencies, and module relationships directly from your source.
Changelog generation
Produces structured changelogs from commit history and PR descriptions, categorised by feature, fix, and breaking change automatically.
API reference sites
Publishes a searchable, versioned API reference site from your codebase, updated on every merge to main without any manual steps.
Developer experience
Simple API. Powerful results.
Integrate in minutes with our SDK. Full TypeScript support, comprehensive documentation, and live examples for every feature.
How it works
From setup to production
Connect
Link your repository. The AI scans your codebase, identifies all public APIs, functions, and modules, and assesses existing documentation coverage.
Generate
Documentation is generated for every uncovered symbol, with accurate parameter descriptions, return types, and usage examples derived from actual code.
Publish
Docs are committed back as inline comments or published to a hosted reference site, your choice. Both happen automatically.
Sync
Every commit triggers a diff. Only changed symbols get regenerated, keeping docs in sync without overwriting manual additions.
FAQ
Common questions
Related
More from this service
AI Code Intelligence
Search your codebase semantically, make documented code even easier to navigate and understand.
AI PR Review
Enforce documentation requirements as part of automated PR review, never merge undocumented public APIs again.
AI UI Generation
Generate Storybook stories and component documentation alongside your production UI components.
Get started
End documentation debt permanently
Talk to an expert and get a tailored implementation plan within 48 hours.