Editorial context编辑说明
What this briefing adds本期解读价值
An interactive editorial on Peter Pang's argument that AI-first is not AI-assisted tooling, but a full redesign of architecture, QA, deployment, and engineering roles around agent execution.
Echo adds source selection, synthesis, bilingual framing, and interaction design. This briefing is an independent editorial layer and does not replace the original work.
围绕 Peter Pang 这篇文章做的交互式解读：AI First 不是给旧流程加点 AI 工具，而是把架构、QA、部署与工程角色都重写成面向 Agent 执行的系统。
Echo 在原始材料之上补充选题、信息综合、双语语境与交互设计。本页是独立编辑解读，不能替代原文。