Foundry demosArchitecture / Hosted agents / Operations
Foundry or Kubernetes? Look beyond the first agent deployment
Compare a simple agent deployment with the operational work behind session isolation, durable state, observability, and governance.
In this demo
Jeff deploys a financial-analysis agent to illustrate the difference between getting an agent running and operating it safely. A shared-state example exposes why session isolation matters. The walkthrough then explores the additional components needed for sandboxing, state management, and evaluation, and contrasts that work with the agent-specific capabilities shown in Foundry. It closes with trade-offs rather than a one-size-fits-all hosting recommendation.