惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

B
Blog RSS Feed
Jina AI
Jina AI
雷峰网
雷峰网
Blog — PlanetScale
Blog — PlanetScale
Hugging Face - Blog
Hugging Face - Blog
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
Last Week in AI
Last Week in AI
博客园 - 司徒正美
罗磊的独立博客
J
Java Code Geeks
Engineering at Meta
Engineering at Meta
WordPress大学
WordPress大学
Vercel News
Vercel News
A
About on SuperTechFans
I
InfoQ
D
DataBreaches.Net
爱范儿
爱范儿
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
U
Unit 42
aimingoo的专栏
aimingoo的专栏
宝玉的分享
宝玉的分享
P
Proofpoint News Feed
Microsoft Azure Blog
Microsoft Azure Blog
美团技术团队

Show HN

Show HN: AI agents for UK GDAD PCF roles and their skills The Two Pillars: Mixer Mode and Meta-Software in the Reorganization of Software Work After AI GitHub - JaiCode08/teleport-env What 1,000+ Harness Experiments Taught Me About Self-Improving Agents Show HN: Liiists, a Markdown-first, iOS and CLI list app SwiperTab – Get this Extension for 🦊 Firefox (en-US) GitHub - kouhxp/fftext: Summarize, explain, fact-check, or translate any text, URL, or file. No GPU. No cloud. One command GitHub - sweetpad-dev/sweetpad: Develop Swift/iOS projects using VSCode GitHub - dogmaticdev/IRON: IRON a.k.a. Intermediate Representation Object Notation is a Interpreter/Database that is used to create Programming Languages. GitHub - sjhalani7/vaen: Package your AI coding harness into a portable .agent file, and share it across repos, teams, & the community without ever having to copy-paste instructions, skills, MCP config, or secrets. Show HN: Gandalf the Grader Show HN: Citadeld – replay any CI failure locally from a single file GitHub - tdortman/cuSBF: High-Performance GPU Super Bloom Filter coral-ai/claude-code-token-xray at main · Coral-Bricks-AI/coral-ai GitHub - ulyssestenn/funes: Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs. GitHub - ThatXliner/gah: Git Add Hunk, built for agents to use GitHub - harmont-dev/harmont-cli: Command-line client for the Harmont CI platform GitHub - brooksmcmillin/mcp-authflow: OAuth 2.0 Authorization Server framework for MCP servers GitHub - javaid-codes/audit-supply-chain-agents GitHub - amorey/gochan: A small library of common channel architectures for Go, inspired by Rust GitHub - arifozgun/OpenGem: Free, Open-Source AI API Gateway with Gemini, OpenAI & Anthropic Compatibility in 1 file GitHub - Pranesh950/BioPetals: 🌸 Run BIOxAI models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading GitHub - cnguyen14/bounty-doctor: Diagnose a GitHub bounty issue before you waste hours: detects honeypot scam repos, AI-bot attempt swarms, and stale contests. Show HN: CoreMCP – MCP Server for On-Prem DBs Show HN: KittyHTML – Render HTML/CSS as an inline image in your terminal GitHub - bingud/filemat: Web-based file manager Show HN: TruthLens – Free multi-signal deepfake image detector GitHub - apexlocal-jz/claude-usage-tray: Windows system-tray app showing your Claude Code rate-limit usage at a glance. Zero deps, ~300 lines of PowerShell. Cross-IDE (works regardless of VS Code, Cursor, plain terminal). Release v0.1.2.1 · kouhxp/yapsnap GitHub - noopolis/moltnet: Self-hostable chat network for AI agents. Pre-built bridges for Claude Code, Codex, and the Claws. Rooms, DMs, history. No Slack bots, no Matrix, no glue code.
AI-Generated Documentation Hosted for Your GitHub Repos |...
jerrodcodes · 2026-06-19 · via Show HN

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.