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Agent Sandbox is a Kubernetes CRD and controller that enables easy management of isolated, stateful, singleton workloads designed specifically for AI agent runtimes. It provides stable identity, persistent storage, and lifecycle management for long-running AI agents, with extensions for templating, claiming, and warm pooling of agent instances.