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LangGraph Workflow & Agent Architecture

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Linked challenge: Autonomous Scientific Discovery

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Linked challenge
Autonomous Scientific Discovery

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Design the overall LangGraph workflow for scientific discovery, mapping out the different stages (e.g., literature review, problem formulation, hypothesis generation, experiment design). Define at least three types of agents (e.g., 'Knowledge Retriever', 'Synthesizer', 'Hypothesis Engine') and how they will interact via the A2A Protocol within the graph structure. Specify state transitions and decision points.

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.