The system runs each agent session inside a Firecracker microVM to preserve state and allow sessions to resume in 305 milliseconds. This billing model reduces the cost for a 2 vCPU agent with 25% utilization to about $0.06 per hour, compared to $0.126 for full allocated capacity. An integrated Action Gateway provides access to over 16,000 tools from 500 providers, utilizing a discovery system that matched agent intent with 99.3% accuracy in internal tests.
