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🚀 Andy Follows

不再淹没在 AI 噪音中,开始向建设者学习

你的 AI 情报系统,切穿炒作,直达第一性原理洞察——来自真正在构建、投资和塑造 AI 的人

GitHub stars License: MIT Twitter Follow

中文 | English


中文

🎯 问题

每天你都在刷:

  • 🚫 300+ 条推文 来自转发同样新闻的 AI 网红
  • 🚫 几十篇博客 作者从未真正做过 AI 产品
  • 🚫 炒作式标题 错过战略意义
  • 🚫 数小时浪费 在分离信号和噪音

你获得了信息,但没有变聪明。


✨ 解决方案

Andy Follows 是你的个人 AI 情报系统:

追踪 50+ 信息源 来自构建十亿美金 AI 公司的创始人、部署资本的 VC、用 AI 扩大影响的创作者
严格过滤 —— 只要有实战经验的人的 AI 相关内容
每日推送洞察 按你的战略优先级组织
本地运行 —— 完全自主、无 API 成本、隐私优先

💡 一条命令,完整上下文

# 不用刷 3 小时 Twitter
/andy-follows

# 15 分钟内获得:
- Andrej Karpathy 在构建什么
- Marc Andreessen 在投什么
- Dan Koe 如何用 AI 将内容产出提升 10 倍

🏗️ 服务于 Andy 自由之屋

这不是又一个 AI 新闻聚合器。Andy Follows 服务于一个具体的战略框架:Andy 自由之屋 —— 通过 AI 实现真正的自由(财务、时间、创作、思想)的三大支柱:

🏗️ AI + 产品

优先级 1:基础

学习如何用 AI 构建

"我能创造什么?"

💰 AI + 投资

优先级 2:战略

理解资金流向

"什么值得做?"

🎨 AI + 个人品牌

优先级 3:放大

掌握如何扩大影响力

"如何触达用户?"

协同效应:构建产品(支柱 1)→ 用市场信号验证(支柱 2)→ 增长受众(支柱 3)→ 实现一人十亿美金公司

📖 深入了解 Andy 自由之屋 →


🔥 为什么有效

Andy Follows 原则

关注建设者,而非影响者
追踪那些构建产品、部署资本、塑造政策的人 ——
而非仅仅谈论它的人

这意味着:

✅ 纳入 ❌ 排除
Andrej Karpathy(OpenAI 构建 AI 系统) 泛泛的"AI 网红"(转发新闻)
Marc Andreessen(部署数十亿美元于 AI) "思想领袖"(没有实战)
Dan Koe(用 AI 扩大创作者业务) 鸡汤内容(无实战策略)
Guillermo Rauch(发布 Vercel v0) 科技博主(复述产品发布)

严格过滤

AI 优先:马斯克的 SpaceX 发射?过滤。他的 xAI 公告?保留。
海外聚焦:AI 创新集中在美国/欧洲。中国信息源有意排除。
质量标准:你能根据这个洞察采取行动吗?如果不能,就是噪音。


📊 你将获得什么

🏗️ AI + 产品(优先级 1)

占你摘要的 30-40%

  • OpenAI、Anthropic、Google DeepMind 的产品发布
  • 实现挑战的技术深度解析
  • 来自 Vercel、Replit、Cursor 的 AI 界面 UX 模式
  • 开发者体验洞察

近期洞察

  • Anthropic 如何通过缓存将 Claude 延迟降低 80%
  • Vercel v0 通过 AI 优先设计达到 100 万开发者的路径
  • 为什么 Replit Agents 能实现自主代码部署

💰 AI + 投资(优先级 2)

占你摘要的 30-40%

  • 融资轮次和估值(OpenAI 66 亿美元、Anthropic 40 亿美元)
  • 来自 a16z、Sequoia、Thrive 的 VC 投资论文
  • 商业模式创新和单位经济
  • 市场信号:资本流向

近期洞察

  • a16z 论文:基础模型毛利压缩至 20-30%
  • 为什么 YC 认为垂直整合会胜出
  • 消费级 AI 证明 TAM 大于 B2B(Character.AI:1 亿月活)

🎨 AI + 个人品牌(优先级 3)

占你摘要的 20-30%

  • AI 辅助内容创作工作流
  • 顶级创作者的受众增长策略
  • 创作者商业模式和变现
  • 一人公司案例研究

近期洞察

  • Dan Koe 的 AI 工作流:5 倍内容产出,质量不变
  • Justin Welsh 的 AI 辅助 LinkedIn:月均 1000 万触达
  • 使用 AI 的创作者收入是不使用者的 2.3 倍(ConvertKit 数据)

🚀 快速开始(5 分钟)

Claude Code 用户

# 1. 克隆到技能目录
git clone https://github.com/AIPMAndy/andy-follows.git ~/.claude/skills/andy-follows
cd ~/.claude/skills/andy-follows/scripts && npm install

# 2. 设置 AnySearch(数据源)
# 安装:https://github.com/your-anysearch-link

# 3. 配置推送(可选)
cp .env.example ~/.andy-follows/.env
# 添加你的 Telegram bot token 或飞书 webhook

# 4. 运行
# 在 Claude Code 中:"运行 Andy Follows" 或 /andy-follows

发生什么

  1. Agent 通过 AnySearch 获取数据(Twitter、博客、播客)
  2. Claude 过滤 AI 相关性 + 战略契合度
  3. 总结 采用第一性原理分析
  4. 推送 到 Telegram / 飞书 / 对话

节省时间:3 小时刷屏 → 15 分钟阅读精选洞察


🎨 架构

┌─────────────────────────────────────────────────────────────┐
│                      你的本地机器                              │
│                                                              │
│  ┌──────────────┐     ┌──────────────┐     ┌──────────────┐│
│  │  AnySearch   │────▶│  Claude AI   │────▶│     推送     ││
│  │  MCP 服务器  │     │     处理     │     │  (Telegram/  ││
│  │              │     │              │     │   飞书/对话) ││
│  │ • Twitter    │     │ • 过滤 AI    │     └──────────────┘│
│  │ • RSS 订阅   │     │ • 总结       │                      │
│  │ • 播客       │     │ • 翻译       │                      │
│  └──────────────┘     └──────────────┘                      │
│                                                              │
└─────────────────────────────────────────────────────────────┘
        │                       │                       │
        ▼                       ▼                       ▼
   公开 API             Prompt 工程              你的渠道
  (无需 keys)           (完全可定制)            (你控制)

为什么本地优先?

  • ✅ 无 API 成本(不像 follow-builders 每月 $100 Twitter API)
  • ✅ 完全控制数据源和时间
  • ✅ 隐私:你的数据永不离开你的机器
  • ✅ 可定制:即时编辑 prompts、添加信息源

[完整中文版本请参考仓库]


为 Andy 自由之屋服务 — 关注建设者,而非影响者


English

ter">

🚀 Andy Follows

Stop drowning in AI noise. Start learning from builders.

Your AI-powered intelligence system that cuts through the hype and delivers first-principles insights from the people actually building, investing in, and shaping AI.

GitHub stars License: MIT Twitter Follow

English | 中文


🎯 The Problem

Every day, you scroll through:

  • 🚫 300+ tweets from AI influencers regurgitating the same news
  • 🚫 Dozens of blog posts written by people who've never shipped AI products
  • 🚫 Hype-driven headlines that miss the strategic implications
  • 🚫 Hours wasted separating signal from noise

You end up informed, but not smarter.


✨ The Solution

Andy Follows is your personal AI intelligence system that:

Tracks 50+ sources from founders building billion-dollar AI companies, VCs deploying capital, and creators scaling with AI
Filters ruthlessly — Only AI-relevant content from people with skin in the game
Delivers daily insights organized by your strategic priorities
Runs locally — Full control, no API costs, privacy-first

💡 One Command, Complete Context

# Instead of 3 hours scrolling Twitter
/andy-follows

# Get this in 15 minutes:
- What Andrej Karpathy is building
- Where Marc Andreessen is deploying capital
- How Dan Koe is using AI to scale content 10x

🏗️ Built for Andy's Freedom House

This isn't just another AI newsletter aggregator. Andy Follows serves a specific strategic framework: Andy's Freedom House — achieving true freedom (financial, time, creative, intellectual) in the AI era through three pillars:

🏗️ AI + Product

Priority 1: Foundation

Learn how to BUILD with AI

"What can I create?"

💰 AI + Investment

Priority 2: Strategy

Understand where MONEY flows

"What's worth building?"

🎨 AI + Personal Brand

Priority 3: Amplification

Master how to SCALE influence

"How do I reach users?"

The Synergy: Build products (Pillar 1) → Validate with market signals (Pillar 2) → Grow audience (Pillar 3) → Achieve one-person $1B company

📖 Deep dive into Andy's Freedom House →


🔥 Why This Works

The Andy Follows Principle

Follow builders, not influencers.
Track people who BUILD products, DEPLOY capital, SHAPE policy —
not those who merely TALK about it.

This means:

✅ Include ❌ Exclude
Andrej Karpathy (builds AI systems at OpenAI) Generic "AI influencer" (retweets news)
Marc Andreessen (deploys billions in AI) "Thought leader" (no skin in game)
Dan Koe (scales creator business with AI) Motivational content (no tactics)
Guillermo Rauch (ships Vercel v0) Tech blogger (recaps launches)

Strict Filtering

AI-First: Elon's SpaceX launch? Filtered. His xAI announcement? Included.
Overseas Focus: AI innovation is concentrated in US/Europe. Chinese sources intentionally excluded.
Quality Bar: Can you act on this insight? If not, it's noise.


📊 What You Get

🏗️ AI + Product (Priority 1)

30-40% of your digest

  • Product launches from OpenAI, Anthropic, Google DeepMind
  • Technical deep-dives on implementation challenges
  • UX patterns for AI interfaces from Vercel, Replit, Cursor
  • Developer experience insights

Recent insights:

  • How Anthropic reduced Claude latency 80% with caching
  • Vercel v0's path to 1M developers with AI-first design
  • Why Replit Agents enable autonomous code deployment

💰 AI + Investment (Priority 2)

30-40% of your digest

  • Funding rounds and valuations (OpenAI's $6.6B, Anthropic's $4B)
  • VC investment theses from a16z, Sequoia, Thrive
  • Business model innovations and unit economics
  • Market signals: where capital flows

Recent insights:

  • a16z's thesis: Foundation model margins compressing to 20-30%
  • Why YC believes vertical integration will win
  • Consumer AI proves bigger TAM than B2B (Character.AI: 100M MAU)

🎨 AI + Personal Brand (Priority 3)

20-30% of your digest

  • AI-assisted content creation workflows
  • Audience growth strategies from top creators
  • Creator business models and monetization
  • One-person company case studies

Recent insights:

  • Dan Koe's AI workflow: 5x content output, same quality
  • Justin Welsh's AI-assisted LinkedIn: 10M monthly reach
  • Creators using AI earn 2.3x more (ConvertKit data)

🚀 Quick Start (5 Minutes)

For Claude Code Users

# 1. Clone to skills directory
git clone https://github.com/AIPMAndy/andy-follows.git ~/.claude/skills/andy-follows
cd ~/.claude/skills/andy-follows/scripts && npm install

# 2. Set up AnySearch (data source)
# Install: https://github.com/your-anysearch-link

# 3. Configure delivery (optional)
cp .env.example ~/.andy-follows/.env
# Add your Telegram bot token or Lark webhook

# 4. Run it
# In Claude Code: "Run Andy Follows" or /andy-follows

What Happens

  1. Agent fetches data via AnySearch (Twitter, blogs, podcasts)
  2. Claude filters for AI relevance + strategic fit
  3. Summarizes with first-principles analysis
  4. Delivers to Telegram / Lark / chat

Time saved: 3 hours scrolling → 15 minutes reading curated insights


🎨 Architecture

┌─────────────────────────────────────────────────────────────┐
│                    Your Local Machine                        │
│                                                              │
│  ┌──────────────┐     ┌──────────────┐     ┌──────────────┐│
│  │  AnySearch   │────▶│  Claude AI   │────▶│   Delivery   ││
│  │  MCP Server  │     │  Processing  │     │  (Telegram/  ││
│  │              │     │              │     │   Lark/Chat) ││
│  │ • Twitter    │     │ • Filter AI  │     └──────────────┘│
│  │ • RSS feeds  │     │ • Summarize  │                      │
│  │ • Podcasts   │     │ • Translate  │                      │
│  └──────────────┘     └──────────────┘                      │
│                                                              │
└─────────────────────────────────────────────────────────────┘
        │                       │                       │
        ▼                       ▼                       ▼
   Public APIs          Prompt Engineering         Your channels
   (No keys needed)    (Fully customizable)      (You control)

Why local-first?

  • ✅ No API costs (unlike follow-builders' $100/month Twitter API)
  • ✅ Full control over data sources and timing
  • ✅ Privacy: your data never leaves your machine
  • ✅ Customizable: edit prompts, add sources instantly

📡 50+ Premium Sources

🏗️ AI + Product (19 sources)

Twitter Builders:
Andrej Karpathy • Swyx • Guillermo Rauch • Amjad Masad • Alex Albert • Boris Cherny • Josh Woodward • Simon Willison • Eugene Yan • Harrison Chase • Logan Kilpatrick • Jason Liu • Hamel Husain

Engineering Blogs:
Anthropic • OpenAI • Google AI • Vercel AI • Replicate • Hugging Face

Podcasts:
Latent Space (Swyx & Alessio)

💰 AI + Investment (16 sources)

Investor Twitter:
Marc Andreessen • Garry Tan • Sam Altman • Matt Turck • Aaron Levie • Sarah Guo • Tomasz Tunguz • Shardul Shah

VC Blogs:
a16z AI • Sequoia AI • YC Blog • FirstMark AI

Podcasts:
No Priors • Training Data • The MAD Podcast

🎨 AI + Personal Brand (18 sources)

Creator Twitter:
Dan Koe • Justin Welsh • Sahil Bloom • Dickie Bush • Pieter Levels • Nathan Barry • Lenny Rachitsky • Alex Garcia • Blake Emal • Alexis Ohanian

Creator Blogs:
Lenny's Newsletter • ConvertKit • Li Jin • Not Boring • Every

Podcasts:
My First Million • The Creator Economy Show • How I Write


🆚 Andy Follows vs. The Alternatives

Feature Andy Follows follow-builders Generic AI Newsletter Twitter Lists
Focus Strategic framework (3 pillars) General AI builders Random curation Chronological chaos
Filtering AI + category fit AI-related Minimal None
Analysis First-principles insights Basic summaries Regurgitated news You do it
Cost Free (local) $100/mo (APIs) $20/mo subscription Free (but your time)
Control Full (edit sources/prompts) Limited None Limited
Privacy Local-first Central server Third-party Public
Time to value 15 min/day 30 min/day 45 min/day 3 hours/day

💬 What People Are Saying

"Finally, a way to follow AI without feeling like I'm drowning in content."
Product builder using Andy Follows

"The 'follow builders, not influencers' principle is exactly what I needed."
Indie hacker

"Saved me 10+ hours per week. The ROI is insane."
AI investor


🛠️ Advanced Customization

Conversational (Easy)

Tell Claude what you want:

  • "Focus more on AI product strategy"
  • "I want deeper technical details"
  • "Make summaries more concise"
  • "Switch to weekly digests"

Direct Editing (Power Users)

All logic lives in editable markdown files:

prompts/
├── summarize-ai-product.md      # Product insights extraction
├── summarize-ai-investment.md   # Investment analysis
├── summarize-ai-ip.md           # Personal brand insights
├── filter-ai-relevance.md       # Relevance filtering
└── translate.md                 # Translation rules

Change a prompt → next digest reflects it instantly.

Add Your Own Sources

Edit config/sources-*.json:

{
  "twitter": ["@YourFavoriteBuilder"],
  "blogs": ["https://builder-blog.com/rss"],
  "podcasts": ["https://podcast-feed.com/feed.xml"]
}

Agent automatically picks them up.


🔐 Privacy & Security

  • 100% local — All data fetching and processing on your machine
  • No cloud services — Unlike SaaS alternatives
  • No API keys exposed — AnySearch handles public content
  • Your credentials stay local — Telegram/Lark tokens in ~/.andy-follows/.env
  • Open source — Audit the code yourself

🤝 Contributing

We'd love your help making Andy Follows better!

High-value contributions:

  • 🎯 New sources (must be builders/investors/creators with skin in game)
  • 🧠 Prompt improvements (better summarization, filtering)
  • 🐛 Bug fixes (especially edge cases in data fetching)
  • 📚 Documentation (setup guides, troubleshooting)

Not accepted:

  • ❌ AI influencers with no real work
  • ❌ Chinese sources (project is overseas-focused)
  • ❌ Non-AI content sources

Open an issue or submit a PR.


🗺️ Roadmap

  • v1.1: Web dashboard for digest history
  • v1.2: Slack integration
  • v1.3: Custom digest schedules (daily/weekly/on-demand)
  • v2.0: Multi-language support (Spanish, French, German)
  • v2.1: Export to Notion/Obsidian
  • v3.0: Community-curated source library

Vote on features in Discussions.


📖 Learn More


📄 License

MIT License — Free to use, modify, and share.

See LICENSE for details.


🙏 Acknowledgments

Inspired by follow-builders by Zara Zhang. The "follow builders" philosophy and conversational setup approach are adapted from that excellent project.

Special thanks to the AI community for building in public. 🚀


💬 Get in Touch


🌟 If Andy Follows saves you time, star the repo!

Follow builders, not influencers. Build your freedom house.

⭐ Star on GitHub📖 Read the Docs🚀 Get Started


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AI-powered intelligence system for Andy's Freedom House: tracking AI+Product, AI+Investment, and AI+IP insights from overseas builders

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