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NewsMaterial2 min readDisconfirmAI Editorial

Google Cloud Launches Agent Compute Engine: A Secure, Efficient Infrastructure for Hosting AI Agents

Google Cloud introduces Agent Compute Engine, using microVM technology to provide isolated, secure, and resource-efficient hosting for AI agents, addressing current cost and security bottlenecks.

2026-10-23 08:11 GMT+8

On October 22, 2026, Google Cloud, the cloud computing arm of Alphabet Inc., announced the launch of Agent Compute Engine, an infrastructure service specifically optimized for hosting artificial intelligence agents. This service aims to resolve the trade-off between security isolation and resource efficiency that currently plagues AI agent deployments in sandbox environments.

AI agents typically run in technical environments called sandboxes, which host the applications, data, and user instructions agents need to perform their work, along with cybersecurity guardrails to block malicious activity. Google refers to the sandbox implementation in Agent Compute Engine as 'microVMs.' The company states that this technology combines the hardware efficiency of containers with the security of traditional virtualization, notably bringing hypervisor capabilities to isolate VMs and prevent malware spread.

Agent Compute Engine runs microVMs on specially configured stateless appliances that do not permanently retain customer agent files; stored data resides in an immutable file system. Google verifies firmware integrity using custom Titan cybersecurity chips, and the CPUs feature mitigations against side-channel attacks. Each microVM has limited access to storage resources, meaning hackers cannot read or delete data even if they compromise a sandbox. Network traffic must pass through multiple proxies before reaching its destination, further enhancing isolation.

Many AI applications pause inactive agents to save resources, but traditionally, idle sandboxes still consume significant hardware, increasing costs. Google says Agent Compute Engine detects when a sandbox goes idle and shuts it down to prevent unnecessary usage, quickly reactivating it when needed. In a blog post, Google Cloud distinguished engineers Ramanathan Venkatapathy and Rohit Jnagal stated, 'This lets a single physical node host orders of magnitude more living agent microVMs than conventional VMs.'

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Additionally, for agents using login credentials to access applications, Agent Compute Engine stores these credentials outside the sandbox. When an agent needs to log in, Google Cloud's Agent Gateway service retrieves and submits the relevant credentials on the agent's behalf, reducing the risk of sensitive data leakage. Google plans to roll out Agent Compute Engine in the coming months alongside a new version of Agent Gateway, which will gain model routing capabilities to process each agent request in the most efficient manner.

Sources

  • siliconangle.comSiliconANGLE↗
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