Deep Agents is a batteries-included agent framework built on LangGraph that provides an opinionated agent runtime with support for tool calling, sub-agents, pluggable filesystem backends, and context management. It is model-agnostic and works with any LLM supporting tool calling, with built-in support for tracing, evaluation, and deployment via LangSmith.