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Job Description

We are looking for a LangGraph Engineer to lead the design and development of a multi-agent system for a game-based or simulation-based use case. This role is ideal for someone with deep expertise in LangGraph, particularly in orchestrating agents with complex behavior flows, supervision structures, and real-time interrupt handling. You will be central to building intelligent, structured agent workflows that mimic real-world collaborative tasks and decision-making models, using LangGraph’s modular, DAG-based orchestration. Key Responsibilities ● Design and implement a robust multi-agent architecture using LangGraph, tailored for game/simulation logic ● Utilize ReactAgent, SupervisorAgent, Command, and Interrupt primitives to coordinate agent interactions ● Architect stateful, replayable workflows that support interruption, resumption, and complex branching behavior ● Translate user input and game logic into structured agent activities with real-time triggers and agent transitions ● Collaborate with the backend and product teams to ensure the agent layer is scalable, debuggable, and production-ready ● Tune prompts and input-output logic to align agent responses with game rules and expected flows ● Integrate with external tools (e.g., Vector DBs, LangChain, LLM APIs) as needed Must-Have Skills ● Proven experience working with LangGraph and building multi-agent systems ● Ability to build and maintain complex multi-node agent workflows, including interrupt/resume capabilities, conditional logic, and error handling ● Experience working with LangGraph’s custom node types such as LLMNode, ToolNode, FunctionCallNode, etc. ● Comfortable debugging using the LangGraph Visualizer and managing agent memory across sessions ● Deep understanding of agent delegation, including supervisor-subordinate agent interactions ● Strong grasp of ReactAgent, SupervisorAgent, Command Nodes, and Interrupt logic ● Solid Python development experience and API integration knowledge ● Exposure to event-driven programming and LLM workflow design Show more Show less

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