CASES & KNOWLEDGE BASE

案例与知识库

所有内容来自正在运行的系统和真实可溯源的案例。知识库是 git 仓库,更新即提交——你看到的永远是最新版。

Cases & Knowledge Base

Everything here comes from running systems and traceable cases. The KB is a git repo — every update is a commit, so you're always reading the latest.

01 / RUNNING SYSTEMS

自建系统:既是商品,也是能力证明

Our systems: inventory and proof in one

interview.network ↗正在收费

声音克隆 + 中文配音服务。GPU 打印店模式:设备一次投入,按分钟计费,真实付费用户。可以直接下单体验,也可以照着做一个你自己的。

Voice cloning + Chinese dubbing. The GPU print-shop model: buy the hardware once, bill by the minute, real paying users. Order a job — or build your own copy.
decentlan / beagle ↗npm 发布

无账号 P2P 组网,密钥即身份。会员的社交网络群和语音会议就跑在 decentlan 的群与会议上。npm install -g @decentnetwork/lan

Account-free P2P networking — your key is your identity. The member social network runs on decentlan groups and meetings. npm install -g @decentnetwork/lan
AI 交易系统 ↗全自动

多 agent 分工:信号、执行、复盘。全自动运行,数据全程可审计——不承诺回报,只展示系统怎么搭。看实时看板 →

Multi-agent division of labor: signals, execution, review. Fully automated, fully auditable — no return promises, just how the system is built. See the live dashboard →
Agent 协作网本站出品

Claude/Codex 多 agent 跨机协作:写代码、部署、维护知识库。这个网站从设计到上线就是它们的作品。

Claude/Codex agents collaborating across machines — writing code, deploying, maintaining the KB. This site, design to launch, is their work.

02 / TOOL STACK · kb/tools/

我们每天在用的工具栈

不评测、不带货。只讲我们自己每天用来干活、赚钱的组合,以及各自放在哪一层。

The stack we actually use, daily

No reviews, no affiliate links. Just the combination we work and earn with — and which layer each piece sits on.

VIBE CODING

Claude · Codex

从想法到原型的引擎。我们所有系统的第一行代码都出自它们——会用是入场券,用好是分水岭。

The idea-to-prototype engine. Every system here started as their output — using them is table stakes; using them well is the divide.

AGENT 系统

OpenClaw · harness

让 agent 长期、自动地干活的框架层:任务编排、多 agent 协作、跨机调度。我们的协作网和交易系统都构建在这一层。

The framework layer that keeps agents working long-term and unattended: orchestration, multi-agent collaboration, cross-machine scheduling. Our collaboration net and trading system are built here.

IT INFRA

decentlan · 自托管 GPU

底座:无账号 P2P 组网、自托管 GPU(whisper/声音克隆)、看门狗与备份。让上面两层的产出能 24 小时跑着收钱。

The foundation: account-free P2P networking, self-hosted GPUs (whisper / voice cloning), watchdogs and backups. It keeps the layers above running — and earning — 24/7.

03 / CASE CHANNEL

先行者案例频道

用 AI 工具创业、创收的真实先行者,精选自 interview.network,并用我们自己的声音克隆管线制作中文版。点开看完整访谈。

The early-winners channel

Real people making money with AI tools — curated from interview.network and dubbed with our own voice-cloning pipeline. Tap any card for the full interview.

interview.network /c/startup

创业频道 · 57 期,持续更新The startup channel — 57 episodes and counting

YC、Sequoia 的创始人访谈,中文配音、说话人本人音色。新一期上线就在那里——不用等这个页面更新。

Founder interviews from YC and Sequoia, dubbed in each speaker's own voice. New episodes land there the day they ship.

interview.network /c/ai

AI 频道 · 智能体与工具The AI channel — agents and tooling

Cursor、Anthropic、Lenny's 讲智能体和 AI 工具。不是"AI 会怎样",是正在被使用的工具和造它们的人。

Cursor, Anthropic, Lenny's on agents and AI tooling. Not where AI is going — the tools people already run.
He Turned $400 Into $2.5M Using AI

John Cheney · Gen AIPI

用 AI 把 $400 变成 $250 万(不写代码)He Turned $400 Into $2.5M Using AI (No Coding)

用 Replit 等无代码工具搭 AI 咨询业务,一年内做到百万美元,帮没有 CTO 的公司落地 AI 自动化。

No-code AI consulting to seven figures in under a year with Replit — shipping AI automation for companies with no CTO.

 My Two Apps Make $150K/Month Each

Nicole · App Founder

我的两个 App 各自月入 15 万美元My Two Apps Make $150K/Month Each

用可复制的病毒式分发和 UGC 系统,做出多个月入六位数的消费级 App —— 靠体系,不靠运气。

Repeatable viral distribution and UGC systems behind multiple six-figure-a-month consumer apps — system, not luck.

 Build a Self-Running AI Company in 16 Minutes

Silicon Valley Girl

16 分钟搭一家自运转的 AI 公司Build a Self-Running AI Company in 16 Minutes

五层框架把 AI 嵌进公司运营:结构化数据、语音输入、定时 AI agent、自定义看板、自动反馈闭环。

A five-layer framework to embed AI across operations — data, voice input, scheduled agents, dashboards, feedback loops.

 $1.5B AI Founder: The ONE Rule for Building an AI Startup

Chris Pedreal · Granola

15 亿美元 AI 创始人:2026 做 AI 创业的唯一铁律$1.5B AI Founder: The ONE Rule for an AI Startup in 2026

Granola 靠极致产品质量自然增长,而非增长黑客 —— 在拥挤的 AI 市场里,卓越体验才是护城河。

Granola grew organically on obsessive product quality, not growth hacks — in a crowded market, excellence is the moat.

 I Re-Created A Quant Trading Strategy With Claude Code

Lewis Jackson

我用 Claude Code 复刻了一套量化交易策略I Re-Created A Quant Trading Strategy With Claude Code

用 Claude Code + Pine Script 复刻对冲基金的马尔可夫链状态分析,把复杂算法策略自动化。

Recreating a hedge-fund Markov-chain strategy with Claude Code and Pine Script — sophisticated quant, automated.

 How To Build A Company With AI From The Ground Up

Diana · Y Combinator

如何用 AI 从零搭建一家公司How To Build A Company With AI From The Ground Up

YC 合伙人视角:把 AI 当公司操作系统,用闭环流程让每个工作流被捕捉、被 agent 持续改进。

A YC partner on treating AI as the company OS — closed-loop workflows captured and continuously improved by agents.

 He Skipped Investors and Built a $9M/yr AI Company

Yasser Elsaid · Chatbase

他跳过投资人和联合创始人,做出年入 $900 万的 AI 公司He Skipped Investors & the Co-Founder, Built a $9M/yr AI Company

一个人 bootstrap 一个 AI 聊天机器人平台到年入 $900 万,靠早押注自定义数据集成,全程不融资。

A solo founder bootstrapped an AI chatbot platform to $9M ARR by betting early on custom data — no fundraising at all.

 The AI Skills This Solo Founder Uses to Build 5 Apps at Once

Josh Pigford

这位 solo 创始人同时做 5 个 App 用的 AI 技能The AI Skills This Solo Founder Uses to Build 5 Apps at Once

用 AI 模型加自定义自动化脚本,一个人同时开发多个产品、在项目间分配注意力。

AI models plus custom automation to build and run multiple products at once as a solo technical founder.

 I Asked 5 Massively Successful Founders Why They Went Solo

5 Solo Founders

我问了 5 位极成功的创始人:为什么选择单干I Asked 5 Massively Successful Founders Why They Went Solo

solo 创始人用 AI 自动化和个人判断做出高影响力公司 —— 判断的一致性比团队规模更重要。

Solo founders build high-impact companies with AI — aligned judgment matters more than team size.

 Emergent: Six Months of Tinkering to a $100M ARR Company

Mukund Mohan · Emergent

Emergent:半年折腾出一家 $1 亿 ARR 的公司Emergent: Six Months of Tinkering to a $100M ARR Company

AI 原生无代码平台,任何人靠对话式 AI agent 构建并部署应用,9 个月做到 $1 亿 ARR、850 万用户。

An AI-native no-code platform to $100M ARR in nine months — anyone ships apps through conversational agents.

 The FDE Playbook for AI Startups with Bob McGrew

Bob McGrew · ex-OpenAI

AI 创业的 FDE 打法 · Bob McGrewThe FDE Playbook for AI Startups with Bob McGrew

前沿部署工程师(FDE)模式:把工程师嵌到客户现场做定制,以此驱动产品发现,而非卖一刀切的产品。

The Frontier Deployed Engineer model — embed engineers at customer sites to drive discovery, not one-size-fits-all.

 The Co-Founder Blood Bond Is a Myth

Michael Grinich · WorkOS

联合创始人的"血盟"是个神话The Co-Founder "Blood Bond" Is a Myth

选一个跟你独特技能契合的方向,比找到完美联合创始人更重要。

Pick a business idea aligned with your unique skills — that matters more than finding the perfect co-founder.

 From Vibe Coding to Agentic Engineering

Andrej Karpathy · Sequoia

从 vibe coding 到能跑的系统From Vibe Coding to Agentic Engineering

他把这轮变化叫「软件 3.0」：程序不再是写死的规则，而是给出上下文让模型生成。问题也随之换了——不是能不能做出来，是做出来的东西怎么才能一直跑着。

He calls it Software 3.0: you no longer write the rules, you supply the context. Which moves the hard part from getting it built to keeping it running.

 How to Build a Self-Improving Company with AI

Y Combinator

用 AI 搭一家会自我改进的公司How to Build a Self-Improving Company with AI

AI 不是加在流程旁边的工具，而是流程本身。把层级组织换成智能体和自动化循环，产品优化和客服都自己迭代。

AI as the org chart, not a tool bolted onto it — agent loops that improve the product and the support queue without a meeting.

 The CEO Must Be the Chief AI Officer

Brex CEO · Y Combinator

CEO 必须自己是首席 AI 官The CEO Must Be the Chief AI Officer

Brex 的 CEO 讲他怎么从 GPT-3 试水走到全公司跑智能体循环。他的判断：好的 AI 产品是放大人，不是替掉人。

Brex's CEO on going from a GPT-3 experiment to agent loops across the company — and why the good products amplify people rather than replace them.

 Every Company Can Now Be a Mini-AGI

Jack Dorsey · Sequoia

每家公司都能是一个 mini-AGIEvery Company Can Now Be a Mini-AGI

Twitter 和 Block 的创始人谈怎么把层级拆掉、把 AI 接进决策链。一家公司可以小到几个人，但判断力不打折。

Twitter and Block's founder on removing hierarchy and wiring AI into the decision path — a company can be very small without being less capable.

 Six Months of Tinkering to $100M ARR

Emergent · Y Combinator

九个月做到 1 亿美元年收入Six Months of Tinkering to $100M ARR

不会编程的人也能做出并发布应用。成立九个月，190 个国家 850 万用户，年化收入 1 亿美元。

People who cannot program, shipping applications. Nine months old, 8.5M users across 190 countries, $100M ARR.

 What the Top 1% Do With AI

Airtable CEO · Silicon Valley Girl

顶尖那 1% 的人怎么用 AIWhat the Top 1% Do With AI

智能体正从聊天机器人变成能接活的助手。他的用法是把它们当一支队伍来带，而不是当一个搜索框来用。

Agents moving from chatbots to something you hand work to — managed like a team rather than queried like a search box.

04 / KNOWLEDGE BASE

知识库精选

会员可通过 Agent 检索全部知识库。以下是公开的几条打法。

From the knowledge base

Members search the full KB through the agent. A few public playbooks below.

kb/playbook/last-mile.md

打法:vibe coding 之后的最后一公里

Demo 不等于产品。缺的通常是:部署(域名/服务器/进程守护)、支付(收款通道)、身份(密钥身份免账号)、稳定性(看门狗/日志/备份)。CTO 档就是陪你走完这段。

Playbook: the last mile after vibe coding

A demo is not a product. What's usually missing: deploys (domain/server/supervision), payments, identity (key-based, no accounts), stability (watchdog/logs/backups). The CTO tier walks it with you.

kb/playbook/free-to-paid.md

打法:免费转付费的开关

明码标价。不亮价格,你的每次回答都默认免费。价格牌放在页面上,由页面替你报价,关系不伤。先给价值,再给价格链接。

Playbook: the free-to-paid switch

Put the price on the wall. Without a visible price, every answer you give defaults to free. Let the page quote for you — the relationship stays intact. Value first, then the pricing link.

kb/pricing/membership.md

定价:四档,明码标价

FREE $0:装上 Beagle 就进来,群聊与群内语音。BASIC $9/月:名录可检索、会员会议与视频、Agent 服务。PRO $99/月:含 Basic,加访谈与换声/配音/分发额度。CTO $1,000/月起:含 Pro,联席 CTO、私有化开源模型部署、私有服务器、与项目深度融合;线下会议目前限湾区。完整价格表 →

Pricing: four tiers, on the wall

FREE $0: install Beagle and you are in — groups and voice inside them. BASIC $9/mo: listed and searchable, member meetings and video, agent service. PRO $99/mo: everything in Basic, plus interview and voice/dubbing/distribution credits. CTO from $1,000/mo: everything in Pro, plus a joint CTO, private open-source model deployment, private servers, embedded in your project; in-person Bay Area only for now. Full price table →

查看会员价格 →See membership pricing → 问 Agent 试试Try the agent