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Implement Agents with DSPy & Hybrid Reasoning
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Secure A2A Cyber Threat Intelligence with DSPy & Gemini 2.5 Deep Think
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Linked challenge
Secure A2A Cyber Threat Intelligence with DSPy & Gemini 2.5 Deep Think
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
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0 checklist items
Implement the core logic for your agents. For the 'Threat Analyst Agent', use OpenAI o3 for initial triage and Gemini 2.5 Pro with Deep Think mode for in-depth analysis of complex indicators of compromise. Integrate DSPy programs to optimize prompt calls and ensure high-precision output for threat classification and summary generation. Develop the A2A communication layer for secure agent interaction.
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.