The founder's playbook: Building an AI-native startup
Anthropic's "The founder's playbook" offers practical guidance for building a startup on AI from day one. It reframes the startup lifecycle into four stages—Idea, MVP, Launch, and Scale—each with goals, exit criteria, common failure modes, and AI-powered exercises using Claude. The playbook covers using AI for problem validation, customer discovery, and competitive mapping; architecture, scope, and security practices to keep AI-generated MVP codebases from accruing technical debt; a measurement framework to separate genuine product-market fit from hype; and an operating system for Launch that replaces founder attention with agentic workflows. It also includes a product matrix for when to use Chat, Claude Cowork, and Claude Code, plus founder stories from companies like Ambral, Anything, Carta Healthcare, HumanLayer, and Vulcan Technologies. Written for founders and early operators building AI-native companies.
We share how founders are using AI at every stage of the startup journey, with practical exercises, frameworks, and prompts for using Claude.
AI is reshaping how startups are being built. Founders who've never written a line of code before are shipping production applications, reaching revenue before scaling headcount, and building tools to automate their most tedious workflows. The founder's role is shifting from individual contributor to orchestrator, allowing them to focus on the work only they can do.
We put together a practical playbook for building an AI-native startup. It remaps the four core stages of the startup lifecycle—Idea, MVP, Launch, and Scale—for what's possible in 2026, with the goals, exit criteria, common failure modes, and AI-powered exercises that work at each one.
我们分享的是：创始人如何把 AI 用在创业的每一个阶段，并配有使用 Claude 的实操练习、框架和提示词。
AI 正在重塑创业公司的构建方式。从未写过一行代码的创始人，如今也能发布生产级应用、在扩大团队之前先实现收入，并搭建工具来自动化最繁琐的工作流程。创始人的角色正从“个人贡献者”转变为“总指挥”，从而专注于只有他们才能完成的工作。
我们整理了一份构建 AI 原生初创公司的实操手册。它针对 2026 年的新可能，重新规划了创业生命周期的四个核心阶段——Idea、MVP、Launch 和 Scale——并给出每个阶段的目标、退出条件、常见失败模式，以及行之有效的 AI 驱动练习。
In this playbook, we share:
How to validate a problem hypothesis, map a competitive landscape, and run customer discovery with AI
在手册中，我们会分享：
如何用 AI 验证问题假设、绘制竞争格局，并开展客户探索。
Architecture, scope, and security practices that keep AI-generated MVP codebases from accruing technical debt
采用合理的架构、范围界定与安全实践，避免 AI 生成的 MVP 代码库累积技术债。
A measurement framework for distinguishing genuine product-market fit from early hype
一套测量框架，用于区分真正的产品市场契合（product-market fit）与早期炒作。
A Launch-stage operating system that replaces founder attention with agentic workflows
一套发布阶段的操作系统，用智能体工作流（agentic workflows）接管原本需要创始人投入注意力的环节。
A product matrix for when and how to use Chat, Claude Cowork, and Claude Code across each stage of the startup journey
一套产品矩阵，说明在创业旅程的每个阶段，何时以及如何使用 Chat、Claude Cowork 和 Claude Code。
Founder stories from Ambral, Anything, Carta Healthcare, HumanLayer, Vulcan Technologies, and more
来自 Ambral、Anything、Carta Healthcare、HumanLayer、Vulcan Technologies 等公司的创始人故事。
These best practices were written for founders deciding how to architect their company around AI from day one and for the early operators helping them get there.
Check it out, here.
Get started with Claude today.
这些最佳实践面向两类读者：从第一天起就决定围绕 AI 来架构公司的创始人，以及帮助他们走到这一步的早期运营者。
点击这里查看完整手册。
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