Plano decouples production concerns from agent application code by providing a centralized out-of-process data plane. It handles agent routing and orchestration, emits rich agentic signals and traces for observability, enforces safety guardrail filters, and offers smart LLM routing APIs for model agility. Developers can use any language or AI framework while shipping agents faster to production.