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Initial Agent Architecture Design

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Linked challenge: Build AI Dev Agent Teams

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Linked challenge
Build AI Dev Agent Teams

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Design a LangChain multi-agent architecture using LangGraph to simulate a web development team. Define at least three agent roles (e.g., Product Owner, Developer, QA Engineer) and their responsibilities. Sketch out the LangGraph state and transitions for a workflow that takes a feature request, generates code, and performs basic testing. Specify how Claude 4 Opus will be used by the Developer agent.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.