Deep dive · XiaoHu Explains

Anthropic's AI-native founder's playbook: four stages, exit criteria, and prompts you can copy straight out

The 36-page official playbook breaks down the graduation criteria, common traps, and matching Claude prompts for each of four stages — ready to copy and use
⚑Where we stand: this is Anthropic's own founder's handbook, and the toolkit it recommends throughout — Claude, Claude Code, Claude Cowork — is entirely its own product line. The efficiency numbers in the closing case studies (the 66% improvement, the 1.5 million users) are self-reported by the companies involved. The four-stage framework and exit criteria themselves stand on their own and are worth borrowing independently.
1What this playbook actually teaches

An official playbook that redraws the founder's path into four stages

On May 6, 2026, Anthropic published a 36-page founder's handbook, The Founder's Playbook (PDF, v3), re-splitting the AI-native startup path into four stages: Idea, MVP, Launch, and Scale.

Primary source and reference