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Pydantic AI Agent Setup
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Linked challenge: Pydantic AI Physical Process Anomaly Sentinel for Water Utilities
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Linked challenge
Pydantic AI Physical Process Anomaly Sentinel for Water Utilities
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
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0 checklist items
Define a Pydantic AI agent returning a custom `PhysicalAnomalyReport` struct. Inject physical baseline configuration dependencies into the context.
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.