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DSPy Module Development for Risk Assessment

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Linked challenge: Agentic M&A Strategy with Gemini 2.5 Pro, DSPy, and Supabase RAG

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Linked challenge
Agentic M&A Strategy with Gemini 2.5 Pro, DSPy, and Supabase RAG

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Develop a DSPy module for the 'Risk Assessment' sub-task of your M&A analysis. This module should take specific deal parameters and market conditions as input and output a structured list of potential risks (e.g., regulatory hurdles, market volatility, integration challenges). Include metrics for evaluation and an optimization strategy within your DSPy code.

Adaptation plan

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

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.