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In the previous videos, we built a foundation around Agentic AI — what it is, how agent workflows are structured, and how those workflows are modeled. In this video, we take the next step and look at how workflow models are represented using LangGraph. Using a simple QA workflow example, we cover: • Why frameworks are introduced after workflow modeling • How familiar workflow concepts map to graph-based representations • What LangGraph makes explicit in an agent workflow • What LangGraph is — and just as importantly, what it is not This video focuses on understanding and clarity, not code or tool details.