Third-party cyber evaluations involving OpenAI models
openai.com·14h ago
Cloud & Infrastructure
The New Stack·20d ago·5 min read
Kubernetes won the container decade. Google’s Agent Substrate wants the next one.
TL;DR
Kubernetes, while successful for container orchestration, is not ideal for managing AI agents. Google introduced GKE Agent Sandbox for secure execution of untrusted code and Agent Substrate to enhance scheduling.
✦ Why It Matters
Engineers should consider integrating GKE Agent Sandbox and Agent Substrate into their AI project workflows for improved security and efficiency.
Key Takeaways
- Explore Agent Sandbox for secure execution of untrusted AI code.
- Utilize Agent Substrate for efficient scheduling of AI agents.
- Implement snapshotting to manage idle agent sessions effectively.
- Consider kagent for a unified UI to manage agent workloads.
How It Works
Agent Substrate uses a small control plane alongside Kubernetes to manage agent-specific scheduling, allowing for rapid activation of sessions. It employs virtual memory overcommit to multiplex many agent sessions onto fewer worker Pods, optimizing resource usage.
Agent Sandbox provides a secure execution environment, isolating potentially harmful code through kernel-level protections.