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    <title>automation - Dwarves Memo</title>
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      <title>Owner agents, plain functions: where the model sits in our ops estate</title>
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      <pubDate>Sun, 25 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Give each domain one owner agent that reports back, keep the steps as plain functions, and add autonomy to a running platform one gated decision at a time.]]></description>
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      <pubDate>Mon, 23 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Most people confuse LLMs, workflows, and agents, but understanding these three levels unlocks the real potential of AI automation. The key difference lies in who makes the decisions.]]></description>
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      <pubDate>Sun, 08 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Design tokens create consistency across platforms by centralizing visual attributes. AI tools now automate token creation and management, making design systems accessible to non-designers.]]></description>
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      <pubDate>Tue, 13 May 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[Exploring the motivations behind the MCP Playbook, its role in establishing a dynamic runbook, and new patterns for capturing AI-generated knowledge like chat logs and prompts.]]></description>
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      <description><![CDATA[Most people struggle with AI tool paralysis and prompt fatigue, but building an AI-native workflow comes down to three focused strategies. The key is systems over tools.]]></description>
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