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    <title>Strands on Pin Xiong</title>
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      <title>How the Strands Agent Loop Actually Works</title>
      <link>https://xiongpin.dev/posts/how-the-strands-agent-loop-works/</link>
      <pubDate>Wed, 04 Nov 2026 00:00:00 +0000</pubDate>
      
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      <description>&lt;blockquote&gt;&lt;p&gt;Verified on 2026-11-01 against &lt;code&gt;strands-agents&lt;/code&gt; 1.63.0, Python 3.11 and Bedrock in&#xA;&lt;code&gt;us-east-1&lt;/code&gt;. Every SDK source line quoted below comes from that version and carries its&#xA;file and line. Every number came out of a run, and the setup steps live in &lt;code&gt;README.md&lt;/code&gt;.&#xA;The model is &lt;code&gt;deepseek.v3.2&lt;/code&gt; on Amazon Bedrock.&lt;/p&gt;</description>
      
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