Google introduces Agent Compute Engine and expands agent governance
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Google introduces Agent Compute Engine and expands agent governance

TechNews Editorial
TechNews EditorialOct 22, 2026 · 1 min read
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Why it matters

Google says the new service and governance tools will help organizations run isolated agents and apply policies across more environments.

The facts

  • Google introduced Agent Compute Engine for AI agents, with a preview planned in the coming months.
  • Its open-source Agent Substrate runtime is available to try on Google Kubernetes Engine today.
  • Google says expanded agent governance will reach other clouds and managed devices, with previews planned soon.

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Google has introduced Agent Compute Engine, a service that gives AI agents isolated computing environments for running code and tools. The company also says it is extending Gemini for business governance across more places where agents run, including other clouds and managed devices.

Agent Compute Engine already powers Gemini agents used for work tasks, according to Google. Each agent runs in a hardware-isolated microVM with its own identity and short-lived credentials. The service can pause an idle microVM and resume it when the agent needs to work again. Each microVM also has a Hyperdisk to retain its workspace and context across sessions.

Agent Substrate runs on Kubernetes

Google also described Agent Substrate, an open-source runtime for teams using Kubernetes. It snapshots an idle agent’s memory so the machine can be used elsewhere, then resumes the agent when needed. Google says it can run on any Kubernetes cluster and work with any agent framework or harness.

In a benchmark with 200,000 agents, Google says Agent Substrate sustained 500 activations per second, with suspend and resume latency below 500 milliseconds. The company says teams can try it on Google Kubernetes Engine today through its open-source repository.

A cloud engineer attaches a glowing compliance seal to a datacenter server rack.
Illustration: AI & Tech News

Governance reaches more agent runtimes

Google says its Gemini for business governance capabilities now extend across several Google Cloud runtimes, including Cloud Run, Google Kubernetes Engine and Agent Compute Engine. The tools cover agent identity, policies, a registry of approved resources and records of agent activity.

The company plans lightweight policy enforcement for agents in other clouds and hybrid environments, along with controls for local coding agents on managed devices. Both are due in preview soon. It also says Agent Gateway will gain token and cost controls, model routing policies and more ways to connect custom services. Those Gateway additions are expected in preview this quarter.

Agent Compute Engine is expected to become available in preview in the coming months, while Agent Substrate is available to try on Google Kubernetes Engine today.

What this means

Concrete milestones expected during this quarter center on new Agent Gateway capabilities planned to enter preview. These upcoming additions will introduce model routing policies, token and cost management tools, and expanded options for connecting custom services to the platform. The surrounding infrastructure relies on microVMs operating with distinct identities, short-lived credentials, and Hyperdisk context retention, while benchmark testing on Agent Substrate demonstrated 500 activations per second across 200,000 agents with suspend and resume latency under 500 milliseconds. Current governance features already span Cloud Run, Google Kubernetes Engine, and Agent Compute Engine to provide activity records, resource registries, identity management, and policy enforcement.

Source: Google

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