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cloud.google.com·1d ago
Cloud & Infrastructure
Google Cloud Blog·3h ago·5 min read
Powering open infrastructure for autonomous agents
TL;DR
Google Cloud has launched Agent Substrate, gVisor, and OpenRL as open-source projects under the CNCF, enabling scalable and secure environments for autonomous agents. These tools enhance the execution of complex workflows while optimizing resource usage across various cloud infrastructures.
✦ Why It Matters
Start using Agent Substrate to optimize resource management for your autonomous agents today.
Key Takeaways
- Deploy Agent Substrate on GKE for efficient agent management.
- Utilize gVisor for secure execution of untrusted code.
- Implement OpenRL for streamlined reinforcement learning workflows.
- Explore CNCF resources to stay updated on these projects.
How It Works
Agent Substrate separates stateful agent sessions from compute resources, allowing agents to pause and resume quickly without holding up memory. It uses Actors to manage agent identities and Workers for executing tasks, enabling rapid restoration of agent states in under 500 milliseconds.