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What is Agent Substrate?

Agent Substrate is an open-source runtime that enables the creation and management of isolated, stateful agent and code-execution sandboxes tailored for Kubernetes ecosystems. It efficiently oversees the lifecycle of actors and workers, directing active workloads to a shared pool of resources, and can pause inactive sandboxes while preserving their memory and filesystem states for later utilization. By leveraging gVisor or Cloud Hypervisor microVMs for enhanced isolation, these sandboxes are equipped with distinct identity and networking controls for every actor. This platform is specifically designed for infrastructure and platform teams engaged in developing services for agent hosting, coding environments, and other activities that may involve untrusted or intermittent execution. The core framework is built to be portable across Kubernetes, with Google Cloud offering specialized deployment tools that are fine-tuned for GKE. Furthermore, users have the option to incorporate Filestore agent volumes to ensure that workspaces remain intact and retrievable throughout suspension and resumption cycles, thereby increasing the reliability of the development environment. By enabling such capabilities, Agent Substrate proves to be an indispensable resource for contemporary cloud-native applications, empowering teams to streamline their operations and maximize efficiency in managing complex workloads.

What is Agent Compute Engine?

Agent Compute Engine is a comprehensive compute service provided by Google Cloud that specializes in creating execution environments tailored for AI agents. Each AI agent functions within its unique hardware-isolated microVM, featuring a dedicated guest kernel and root-level management capabilities. Users can take advantage of functionalities such as quick startup, pausing, checkpointing, creating snapshots, and resuming workflows efficiently. To preserve agent files and context across various sessions, persistent workspaces are provided, while the platform employs copy-on-write memory sharing to support parallel environments derived from shared images. Agents are capable of executing code, running shell commands, and performing browser actions in secure sandboxes, with access to enterprise data tightly controlled through Google Cloud's networking and identity frameworks. Developers are empowered to personalize environment images, manage identity protocols, regulate network access, and supervise the lifecycle of their agents, all while Google manages the underlying compute infrastructure seamlessly. This platform is especially effective for applications such as interactive assistants, coding agents, browser tasks, and in-depth evaluation and reinforcement learning projects, demonstrating its adaptability and efficiency across a broad spectrum of AI applications. Moreover, by alleviating infrastructure concerns, this extensive management enables developers to concentrate on enhancing and refining their AI solutions more effectively. Consequently, the Agent Compute Engine stands out as a powerful tool for advancing the capabilities of AI-driven projects.

Media

Media

Integrations Supported

Google Cloud Platform
Google Cloud Filestore
Model Context Protocol (MCP)

Integrations Supported

Google Cloud Platform

API Availability

Has API

API Availability

Pricing Information

$0
Agent Substrate on GKE is offered at no extra charge. GKE pricing applies to the resources you create.
Free Version

Pricing Information

Pricing not provided

Supported Platforms

On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Not specified

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

github.com/agent-substrate/substrate

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

cloud.google.com/blog/topics/ai-infrastructure/agent-compute-engine-deep-dive

Categories and Features

Categories and Features

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