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AI Pipeline · 5 Steps · Auto-sync

Your code, documented.
Instantly.

AI analyzes your codebase and generates comprehensive, searchable documentation with vector embeddings — automatically.

/ In the wild

Documenting the repos you already know.

vercel/next.js
live

238

pages generated

8m 12s

to complete

facebook/react
live

184

pages generated

6m 44s

to complete

shadcn-ui/ui
live

127

pages generated

4m 31s

to complete

microsoft/typescript
live

312

pages generated

11m 08s

to complete

prisma/prisma
live

156

pages generated

5m 52s

to complete

tailwindlabs/tailwindcss
live

143

pages generated

5m 17s

to complete

trpc/trpc
live

98

pages generated

3m 41s

to complete

supabase/supabase
live

201

pages generated

7m 23s

to complete

vitejs/vite
live

112

pages generated

4m 02s

to complete

pmndrs/zustand
live

74

pages generated

2m 49s

to complete

vercel/next.js
live

238

pages generated

8m 12s

to complete

facebook/react
live

184

pages generated

6m 44s

to complete

shadcn-ui/ui
live

127

pages generated

4m 31s

to complete

microsoft/typescript
live

312

pages generated

11m 08s

to complete

prisma/prisma
live

156

pages generated

5m 52s

to complete

tailwindlabs/tailwindcss
live

143

pages generated

5m 17s

to complete

trpc/trpc
live

98

pages generated

3m 41s

to complete

supabase/supabase
live

201

pages generated

7m 23s

to complete

vitejs/vite
live

112

pages generated

4m 02s

to complete

pmndrs/zustand
live

74

pages generated

2m 49s

to complete

2.4M+

files analyzed

across all repos

< 5min

average setup time

URL to live docs

99.8%

uptime

always-on documentation

Powered by the best tools in the ecosystem

GitHubOpenAILangChainSupabaseNext.jsQdrant
/ Process

Three steps to
living documentation.

From GitHub URL to searchable, AI-written documentation in under five minutes.

Step 01

Connect your repository

Paste a GitHub URL. We clone, traverse, and index your full codebase — files, dependencies, and exported symbols — in seconds.

Step 02

AI writes your docs

Our pipeline analyzes code structure, generates semantic embeddings, plans the documentation tree, and writes MDX pages per module — automatically.

Step 03

Ship and stay current

Docs deploy instantly to your subdomain. Push a commit and webhooks sync only the changed files — your team always has current documentation.

/ Capabilities

Everything you need.
Nothing you don't.

Powerful features that understand your codebase, not just your text.

Deep Code Analysis

Traverses your full file tree, resolves dependencies, and extracts exported symbols — so docs reflect your actual architecture.

GitHub Auto-Sync

Webhooks trigger on every push. Only changed files are re-processed — keeping docs current without manual intervention.

Vector Search

Semantic search powered by embeddings. Finds relevant content by meaning, not just keyword matching.

Smart Doc Planning

AI plans the documentation structure based on your codebase patterns before writing a single page.

REST API Access

Query your documentation programmatically. Integrate into your toolchain, LLM workflows, or internal tooling.

Custom Theming

MDX-based output you fully control. Apply your own styles, layout, and branding to every generated page.