alchaincyf/loop-engineering-orange-book

别再问我什么是 Loop Engineering — 橙皮书系列。A plain-language guide to loop engineering (中文 + English PDF). Free.

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创建于 2026-06-15最近推送 2026-06-15

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English | 中文版 README

Loop Engineering: Stop Asking Me What It Is

橙皮书 (Orange Book) Series · by HuaShu (花叔)

A plain-language field guide to loop engineering — the term that blew up in a single week of June 2026, when Peter Steinberger, Boris Cherny (head of Claude Code at Anthropic), and Google's Addy Osmani all pointed at the same shift and gave it a name.

The one-line version: stop being the person who prompts the agent. Design the system that does it for you.

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Part	Content	Sections
1. What It Is	The definition, the one-week origin story, and the prompt → context → harness → loop stack	§01–02
2. How It Turns	The five moves of one loop, the six parts you build it from, and why an AI can't grade its own code	§03–05
3. Where It Runs, What It Costs	Three real loops (Addy's morning triage, Stripe's Minions, the scheduling reality) and the four costs — verification debt, comprehension rot, token blowout, cognitive surrender	§06–07
4. How You Start	Staying the engineer, and building your first loop today	§08–09

alchaincyf/loop-engineering-orange-book

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Loop Engineering: Stop Asking Me What It Is

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橙皮书 (Orange Book) Series

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