Google推出Agent Compute Engine
Google宣布推出Agent Compute Engine，为每个AI代理分配受Titanium硬件安全架构保护的独立微型虚拟机。该服务已用于Gemini，并预计在未来几个月开放预览；闲置代理的虚拟机可自动暂停，Agent Gateway则将企业凭据保留在执行环境之外。Google还表示，开源Agent Substrate Kubernetes运行时可在一台服务器上承载十倍的代理，其20万个代理测试中的暂停与恢复耗时低于500毫秒。
该服务把逐代理隔离、凭据管理与计算资源高效暂停结合起来，针对的是需要执行代码并访问企业系统的AI代理基础设施需求。
Google's Agent Compute Engine gives every Gemini agent its own hardware-isolated micro virtual machine
Matthias Bastian View the LinkedIn Profile of Matthias Bastian
Oct 22, 2026
Google announced Agent Compute Engine, a service that gives each AI agent its own isolated virtual machine. The service already powers Gemini and will open for preview in the coming months. Every agent runs inside a microVM secured by Google's Titanium chip, the company says. When an agent idles, its VM pauses automatically and frees up the machine for others. Shared memory between VMs cuts what each one costs to run. VMs are a pretty huge cost factor when providing agentic systems, so Google is going after efficiency here.
This is also behind the open-sourced Agent Substrate, a Kubernetes runtime. Google says it can fit ten times as many agents on a single server. In a test with 200,000 agents, suspend and resume took less than 500 milliseconds, according to Google. On the oversight side, Google is adding token tracking, model routing, and support for third-party identity providers like Ping Identity and SailPoint. Those controls will extend to Cloud Run, GKE, and managed endpoints.
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