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    <title>Workflow Provenance on Cognaptus</title>
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      <title>Provenance, Not Prompts: How LLM Agents Turn Workflow Exhaust into Real-Time Intelligence</title>
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      <description>A mechanism-first reading of how schema-aware LLM agents make live workflow provenance queryable without stuffing the model with raw operational data.</description>
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