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Design LangGraph Workflow for Venture Scouting

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Linked challenge: MCP-Enabled AI Venture Scout

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Linked challenge
MCP-Enabled AI Venture Scout

Prompt source

Original prompt text with formatting preserved for inspection.

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Design a LangGraph workflow that orchestrates the 'Venture Scout' agent system. Your design should include nodes for: initial business plan ingestion, RAG-based market analysis, technical viability assessment (simulated), financial projection analysis, risk aggregation, and final report generation. Define the state schema and edges between nodes. Detail how Gemini 2.5 Pro will be used in each node for processing and reasoning. Focus on graph-based workflows and adaptive thinking budgets.

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.