TL;DR: While building AgentFlow, an open source orchestration engine for AI agents, I discovered fundamental differences from container orchestration. Kubernetes assumes deterministic workloads; agents are non-deterministic reasoning systems. This post explores the architectural challenges I identified and the design decisions I made to address...