Building Production AI Agents with LangGraph: A Complete Hands-On Course
Learn how to build production-ready AI agents with LangGraph through a practical, hands-on journey from fundamentals to advanced agent architectures.
This course focuses on the engineering concepts you need to move beyond simple LLM demos and build AI agents that are stateful, durable, observable, evaluable, secure, and ready for production.
You’ll build your understanding step by step — starting with graphs, state, nodes, edges, and control flow, then progressing into tools, ReAct agents, persistence, durable execution, human-in-the-loop workflows, memory, subgraphs, and multi-agent architectures.
What You’ll Learn
LangGraph environment setup and fundamentals
Why graphs are useful for building agent workflows
State, nodes, edges, and reducers
Conditional routing and advanced control flow
Tools and ReAct agent loops
Checkpointers and conversation threads
Durable execution and fault-tolerant workflows
Human-in-the-loop agents
Time travel and checkpoint-based debugging
Long-term agent memory
Subgraphs and modular agent architecture
Supervisor-based multi-agent systems
Swarm and agent handoff patterns
Planning, execution, and reflection
Streaming agent execution and events
Agent observability and tracing
Agent evaluation and testing
Production deployment
Agent security and cost optimization
Production AI Agent Engineering
The goal of this course is not just to show you how to create an agent that works once.
You’ll learn the engineering patterns required to build agents that can persist state, recover from failures, pause for human approval, manage complex workflows, collaborate across multiple agents, stream execution, expose observability data, and be evaluated before deployment.
Who Is This Course For?
This course is ideal for:
AI Engineers
Python Developers
Software Engineers
Generative AI Developers
Agentic AI Engineers
Developers building LLM applications
Anyone who wants to move from AI prototypes to production AI agents
By the end of this playlist, you’ll have a solid foundation for designing and building production-grade agentic AI systems with LangGraph.
?? Follow the complete playlist and build your LangGraph skills step by step.
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