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      <title>Optimizing Agentic Workflows: When Agents Learn to Stop Thinking So Much</title>
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      <description>A mechanism-first reading of Agent Workflow Optimization, showing how repeated agent traces can be compiled into deterministic meta-tools that reduce cost, latency, and avoidable reasoning errors.</description>
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