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Initial Agent Architecture Design
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Linked challenge: Adaptive Survey Bot Evasion with Gemini 2.5 Pro and DSPy
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Linked challenge
Adaptive Survey Bot Evasion with Gemini 2.5 Pro and DSPy
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
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Design the core architecture for your adaptive survey agent. Consider modules for persona management, question understanding, response generation, a 'critic' for self-evaluation against bot detection, and an adaptive reasoning budget. How will DSPy be integrated into the response generation and optimization loop? Provide a high-level diagram and a brief explanation of each component's role.
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.