Anthropic 常驻智能体 Duet 上手体验：目前最好的个人智能体
Anthropic’s Duet Gets to Work
Every 的 Dan Shipper 测试了 Anthropic 的常驻智能体 Duet，认为它是目前最好的个人智能体。同期 Every 平台负责人 Willie Williams 解释了团队为何放弃早期的个人智能体实验，转而构建一个全团队共享的智能体。评测负责人 Mike Taylor 则在新书《Context Engineering with DSPy》中讲解如何衡量智能体输出质量。
Plus: Why Plus One gave way to a shared agent, our frontier team’s latest experiments, and Mike Taylor's new book on DSPy
Oct 25, 2026 · 10 min read
Hello, and happy Sunday. We covered two ways to work with an agent this week: one just for you, and one for the whole company. Dan Shipper tested Duet, Anthropic’s always-on agent, and thinks it’s the best personal agent yet. Willie Williams, our head of platform, explained why we ditched an earlier experiment with personal agents and built one agent that the Every team shares. Whichever kind you choose, you’ll want to know if it’s doing a good job. Head of evals Mike Taylor explains how to measure your outputs in his new book, Context Engineering with DSPy, and will take your questions during his livestream on October 29.—Kate Lee
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Protocols
From this week’s stories, 13 skills to try.
Make an agent’s work easy to watch
From Alex Duffy’s “We Caught an AI Cheating by Watching It Play ‘StarCraft’”
- See what your agent is doing. Watching the match is how Alex’s team caught Astra copying code within minutes. His prompt applies that lesson to any agent: Define success up front, make its work easy to inspect, and log every attempt. The prompt
Set the rules for a shared agent
来源：Every：最新文章 · every.to