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Pipeline Architecture Design

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Linked challenge: Automated Zero-Day Triage Pipeline

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Linked challenge
Automated Zero-Day Triage Pipeline

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Original prompt text with formatting preserved for inspection.

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Design a Haystack 2.0 pipeline that uses Claude 3.5 Sonnet to ingest a list of recent security advisory URLs and outputs a structured summary of each threat. Include a vector database component for RAG.

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.