Day 2 – April 23, 2026
Discussion Groups
BRK2-112-DG • Kubernetes, Agents • Advanced Technical
How to accelerate AI agents: GKE agent sandbox and pod snapshots
location_on
Reef F
schedule
1:15 PM - 1:45 PM
Latency is the enemy of real-time agentic workflows. In this discussion, you'll learn how to eliminate cold starts using Pod Snapshots, a new GKE-exclusive feature that enables full checkpoint and restore capabilities for running pods. We'll demonstrate how to dramatically reduce startup latency from minutes to seconds for both CPU and GPU-based workloads. You'll witness a live demonstration on implementing Pod Snapshots to provision secure Agent Sandboxes instantly, allowing you to suspend idle resources to save costs without disrupting the user experience.
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