AutomaDocs

Connects to your GitHub repos, parses the code with Tree-sitter, and generates docs that refresh on every push. A chat answers questions about the code with citations to files and lines. Free, Pro ($49/mo) and Team ($149/mo) plans through Stripe.

Role: Creator
Years: 2024-2026
Status: Live
Stack: AI
Claude Sonnet
Tree-sitter
RAG
Stripe
PostgreSQL
Redis

Visit automadocs.com

automadocs.com2024-2026

Numbers

Pro plan: $49/mo
Team plan: $149/mo

The brief

Docs go stale as soon as the code changes.

The build

Claude writes the docs, Tree-sitter parses the code, and Pinecone retrieval backs the chat. A GitHub webhook regenerates docs on push. There is also an MCP server, a CLI and a GitHub Action.

What shipped

Live at automadocs.com with Stripe checkout.

Shares the most stack with this project

StanceStreamA real-time AI policy debate built for the Redis AI Challenge 2025. Agents debate over WebSockets, with Redis JSON, Streams, TimeSeries and Vector behind it, a semantic cache, and a fact-checking step.AI, Redis
CodeCompassAn AI tool for learning an unfamiliar codebase: architecture diagrams generated from the code, and RAG-based Q&A over it. Archived.AI, RAG
TimeSlipSearchWinner of the Algolia Agent Studio Challenge in March 2026, one of four winners ($750 and a DEV++ membership). A conversational search over 420,000+ pop-culture records from 1958 to 2020: ask for "summer of 69" or a birthday and it returns the number one song, what was in theaters, what gas cost and what made the news.AI

Hiring for something like this?

Contract, advisory, or full-time. Tell me what you are building.

Start a conversation hello@elizabethannstein.com

Numbers

The brief

The build

What shipped

Related work

Hiring for something like this?