#AGI Matt Shumer 的核心訊號很直接：當模型能獨立完成整個 app 開發流程，知識工作被自動化的速度會遠超大家的心理準備。與其只看 benchmark，更值得盯緊的是：工具鏈、部署與把想法變成產品的「端到端代理」正在成熟。
- Why it matters: End-to-end agentic tooling could compress product cycles from weeks to days — and shift who can build.
- The big picture: We’re moving from “assistants” to “operators”, reshaping software work and competitive advantage.
Full article https://shumer.dev/something-big-is-happening
分類：剪報