A pattern for building production AI agents as documents, not agent code.
This document presents the core concept, offering a concise and accessible overview to guide implementation.
Most production agents are built with an Agent SDK (OpenAI, LangChain, LangGraph, etc.). You write code for tool dispatch, memory, sub-agents, session state, and so on. Every new capability requires a code change and a deployment.