Building Production AI Agents with LangGraph: Beyond the Toy Examples
Dev.to AI
•
Generative AI
AI Tools
Building Production AI Agents with LangGraph: Beyond the Toy Examples Every AI tutorial shows you a chatbot that answers questions. That's not an agent. An agent decides what to do, takes action, observes the result, and adapts. In production, it does all of that reliably, with audit trails, error recovery, and human oversight. LangGraph - the graph-based orchestration layer from LangChain - has quietly become the framework of choice for teams shipping real agents. Uber routes workflows through it. LinkedIn uses it for internal knowledge agents.