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Eliminates tool bloat, loads only what’s needed, and gives LLMs their reasoning space back. How to Build a Secure AI PR Reviewer with Claude, GitHub Actions, and JavaScript This Startup Wants You to Pay Up to Talk With AI Versions of Human Experts Intel Arc Pro B70 Brings 32GB VRAM to Local AI for $949 WordPress 7.0: The Good, the AI, and the Still Missing AI on the couch: Anthropic gives Claude 20 hours of psychiatry IatroBench: Pre-Registered Evidence of Iatrogenic Harm from AI Safety Measures AI Agents Know About Supabase. They Don't Always Use It Right. 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AI-Generated Documentation Hosted for Your GitHub Repos | Code Summary
jerrodcodes · 2026-06-19 · via Hacker News - Newest: "AI"

The context layer for engineering teams

Don’t let AI turn your codebase into a black box.

A living source of truth for your entire codebase, always complete, always current, maintaining itself as your code moves. Your team and your agents never lose the thread.

14-day free trial. No credit card. See how it works

Works with the tools your team already uses

GitHubClaude CodeCursorVS CodeZedOpenAI MCP

The problem

The knowledge is already in the code. Getting it out is what costs you.

So we got it out. Automatically.

We pointed CodeSummary at OpenClaw, one of GitHub’s most-starred projects: over 350,000 stars, more than 50,000 commits, and gigabytes of TypeScript that move every day. From that one input it built a complete, cross-linked documentation site, every concept understood, every page written, not a single one touched by a human. Source code in, living docs out.

That is the actual output: a complete documentation site, generated from the source and hosted on its own domain. Browse it live, or point CodeSummary at your own repo.

Get this for your repoSee the live docs

How it works

From repositories to living context.

01

Pushes stream in

Install the GitHub App and every push to main rains into the workspace. Private repos stay private.

02

CodeSummary makes order

The clutter is read, organized into reviewed pages, and synthesized into separate sites, each published to its own MCP endpoint.

03

Endpoints get called

Agents call ask() and orient() against their endpoint and get cited, current answers. The same knowledge publishes as docs on your domain.

See the full workflow

Built for agents

One source of truth for your whole stack. Agents just ask.

Every repo you link, frontend, backend, and the services between, becomes one Model Context Protocol endpoint. Instead of cloning and skimming a sibling repo to learn what it does, the agent asks CodeSummary and gets the reviewed answer in one call.

mcp / docsLiving documentation across every linked repo. Always the latest reviewed version.

mcp / style-guideYour coding standards and architecture patterns, so agents write code the way your team does.New

  • Cross-repo answers no single checkout can provide
  • Answers track main, not whoever last ran git pull
  • All your repos under one workspace, one endpoint
  • OAuth-secured · works with every major MCP client
How the MCP endpoint works

For engineering leads · New

Write the standards once. Every agent follows them.

The style guide is its own MCP endpoint your lead curates: coding standards, architecture patterns, the way your team does things. Every engineer's agent pulls it before writing code, so what lands in the PR already looks like your codebase, no matter who (or what) wrote it.

  • Architecture patterns and conventions, served to every agent
  • Update once and the whole team is aligned on the next prompt
  • Stop re-litigating standards in code review
How the style guide works

style-guide.mdcurated by @lead

§ Services communicate over events, never direct DB reads.

§ Errors return problem+json. No bare 500s.

§ React: server components by default. Client only when interactive.

Claude Code · Minaaligned

Cursor · Devaligned

Claude Code · Sashaaligned

Near real-time

Always current, even when your checkouts aren't.

Local repos drift: someone's frontend is three weeks behind main, someone never pulled the new service at all, and every agent reading those checkouts inherits the drift. CodeSummary doesn't care what's on anyone's disk. Every merge to main regenerates the docs, so every agent on the team answers from what actually shipped.

  • Answers reflect main as of the last push, not anyone's local state
  • Full and incremental regeneration on every merge
  • Your edits are never silently overwritten: changes wait in review
How generation works

Your domain, your brand

And your humans get a docs site they'll actually use.

The same reviewed knowledge your agents query ships as a polished docs site. Public product docs, internal team handbooks, or both: custom domains with automatic SSL, your logo and colors, and a private mode that keeps team knowledge behind sign-in.

  • Custom domains with automatic certificates
  • Public, unlisted, or private to your team
  • Interactive API reference when a spec is detected
Explore hosted docs

Built for serious teams

Control you can take to your security review.

Private by default

New sites start team-only. Nothing becomes public until you decide it should.

You hold the pen

Every AI change to a page you have touched goes through review. Accept, reject, or edit before anything ships.

Scoped access

OAuth grants and access tokens are scoped to a single site or repo. Revoke any of them at any time.

Full version history

Every published version is preserved. Roll back to any prior state in one click.

Pricing

Simple, flat pricing. No metering.

Pro and Team start with a 14-day free trial, no card required. Scale and Enterprise are tailored to your team.

Pro

$49/ month

For developers and small teams.

  • Unlimited hosted docs sites
  • Custom domains + SSL
  • Auto-regenerate on every push
  • Generous monthly credits
  • In-app editor + review
  • Built-in MCP endpoints

Start free trial

$299/ month

For teams shipping across many repos.

  • Everything in Pro
  • Up to 15 seats
  • Shared team workspace
  • Team roles & permissions
  • Higher monthly credits
  • Multi-repo sites

Start free trial

Scale

From$899/ mo

For larger teams.

  • Everything in Team
  • Custom seat limits
  • Custom volume pricing
  • Dedicated onboarding
  • Priority support & SLA

Contact us

Enterprise

Custom

For compliance-driven organizations.

  • Everything in Scale
  • SAML SSO & SCIM
  • Security review & SLA
  • Custom contracts & DPA
  • Onboarding & migration

Contact sales

Get every agent on the same page.

Connect your repos, set your style guide, and the whole team, humans and agents alike, starts answering from one source.