substrate

Agent Substrate is a high-efficiency infrastructure system built on top of Kubernetes, specifically designed to run agent-like workloads at scale with low latency. By multiplexing a large registry of stateful 'actors' (agents) onto a smaller pool of ready 'workers' (K8s Pods), it solves the resource-efficiency challenge of idle agents. It supports sub-second session teleportation (suspend/resume), full-state snapshot persistence (RAM and filesystem), and is entirely framework-agnostic, supporting LangChain, Claude Code, and Model Context Protocol (MCP) via gVisor sandboxing.

• Sub-second Session Teleport (Instant Suspend/Resume)
• High-density Swarm Multiplexing (30x+ Oversubscription)
• Full-state Snapshot Persistence (RAM & Filesystem)
• Framework & Harness Agnostic (LangChain, Claude Code, MCP)
• Bypassed Control Plane (Ultra-low Latency Scheduling)