Agent Substrate is a secure agent execution runtime designed to run millions of sandboxes with high density, supporting sub-500ms resume operations and native zero-trust isolation. Built on Kubernetes, it multiplexes idle agent applications onto shared workers and supports multiple sandbox technologies including microVMs and gVisor. The system enables framework-agnostic deployment of AI agents and stateful applications with persistent state across suspend/resume cycles.