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Learn how LangGraph implements hierarchical state management through subgraph composition. This tutorial demonstrates isolated state schemas, bidirectional state transformation, and modular workflow design using StateGraph and TypedDict. #LangGraph #Python #StateManagement #GraphComposition #AIWorkflows #TypedDict #ModularDesign Zen Koan Explanation: The code demonstrates how a subgraph processes data (transforming `bar` into a modified value) while the parent graph only interacts with the final result through its own state (`foo`). This reflects the koan's theme of hidden complexity—the subgraph's internal workings ("stitching") remain invisible to the parent, which only perceives the seamless output ("the seam"). Source: https://docs.langchain.com/oss/python/langgraph/use-subgraphs