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Emiliano Sebastian Gonzalez Venegas

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Review Jul 2026

Graph-Based Agentic AI with LangGraph: Workflow Pathways for Long-Running Stateful Business Processes

This paper is a practitioner guide to graph-based workflow pathways for long-running, stateful, multi-step generative AI systems in business processes and presents three executable recipes to show how typed state, conditional routing, deterministic tools, retries, interrupts, checkpoints, and traces fit together.

Daniel Pearson, Sidney Shapiro, Emiliano Sebastian Gonzalez Venegas et al. · 0 citations