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智能体 x.com · @rauchg

Vercel 为 Sandbox 推出 Drives 持久化存储,并阐述 Agent 三要素架构

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Guillermo Rauch 将成功 Agent 拆解为 Brain(模型与 harness)、Hands(工具/浏览器/计算机)与 Files(记忆、技能、仓库),并宣布 Vercel Sandbox 新增 Drives 持久化存储公开 beta:可存储 Agent 工作区与数据、跨并行沙箱读取快照、每沙箱最多挂载四个 Drive、单 Drive 最高 16 TiB,用于解耦存储以支持记忆整合等后台任务。

AI推荐理由 Vercel CEO Guillermo Rauch 提出 Agent 三要素(Brain/Hands/Files)架构,并宣布 Vercel Sandbox 新增 Drives 持久化存储(公开 beta,每沙箱最多挂载 4 个 Drive、单 Drive 最高 16 TiB),给出解耦存储用于记忆整合等具体用途。属官方产品发布加架构观点,信息密度较高,但性能与安全收益仍为作者主张。

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Muse, Instinct, OpenClaw, Claude Code… All successful agents have 3 key components: 🧠 Brain → model, harness (logic) 👐 Hands → tools, computer, browser 🗃️ Files → memories, skills, repos The 'easy' way is to throw all these in 1 stateful computer (a Mac Mini) Like, you run 𝚌𝚕𝚊𝚞𝚍𝚎 or 𝚏𝚡 in your mac, you keep it running all day with 𝚌𝚊𝚏𝚏𝚎𝚒𝚗𝚊𝚝𝚎, it has storage, and CLIs and apps installed. But if you want to cost-efficiently run agents in the cloud, you actually start breaking down these parts. 🧠 The harness can run in Fluid compute. To make it reliable across restarts, rollouts, crashes, you make its event log durable using Workflow. 👐 The hands can be a dedicated browser fleet like Browserbase/Kernel, a computer like Sandbox, and even more efficient lightweight tools like just-bash. 🗃️ 🆕 What was missing was a way to also decouple storage. Imagine you want to run a memory consolidation cron job every night ("dreaming"). You can read/write to the files directly without 'booting up' the agent's full computer. Today we're introducing the perfect companion to Sandbox: Drives. We shipped the computer for agents, now we're giving you the 'external disk' you can attach at will. It's early, and we'll be expanding capabilities here quickly. Btw, breaking apart the agent into these independent parts not only optimizes costs in a big way, it also *massively* improves security and auditability. I'd argue you can't even run a secure agent otherwise!

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