LangGraph Academy

LangChain

LangGraph Academy is the definitive resource for developers shipping real agent systems, backed by the framework maintainers themselves.

September 13, 2026

Engineers building agent systems with LangGraph

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About

LangGraph Academy is the official learning resource from LangChain for mastering agent development using the LangGraph framework. It covers agent architecture, tool use, state management, and production patterns through structured lessons and code-along examples. The curriculum progresses from core concepts to advanced agentic patterns.

Who is it for

Software engineers and AI developers building multi-step reasoning systems or autonomous agents. Best suited for those already familiar with Python and LLM basics who want to ship agent applications.

Official LangChain agent training

LangGraph Academy is maintained directly by the LangChain team, ensuring curriculum stays aligned with the framework's latest capabilities and best practices. The practical, code-first approach bridges the gap between agent theory and production deployment.

What you learn

Design resilient agent architectures with state machines and persistence

Implement tool-calling patterns and multi-step reasoning flows

Debug and monitor agents in production environments

Apply advanced patterns like reflection, planning, and hierarchical agents

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