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    <title>Memories on William Denniss</title>
    <link>https://dev.wdenniss.com/ap/2-memories/</link>
    <description>Recent content in Memories on William Denniss</description>
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    <lastBuildDate>Mon, 15 Jun 2026 18:37:26 +0000</lastBuildDate>
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      <title>Deterministic memories</title>
      <link>https://dev.wdenniss.com/ap/2-memories/2.2-deterministic-memories/</link>
      <pubDate>Mon, 15 Jun 2026 18:37:26 +0000</pubDate>
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      <description>&lt;p&gt;The Trading agent we deployed earlier will automatically have session persistence when deployed on Agent Platform. You can test this by asking it a day later “What trades did you execute” from the same session that you executed the trades from. The full conversation history is preserved, even while the agent is suspended (you’re not paying for it to run continuously).&lt;/p&gt;&#xA;&lt;p&gt;You can also inspect the saved session data from the console.&lt;/p&gt;</description>
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      <title>Agent memories with ADK</title>
      <link>https://dev.wdenniss.com/ap/2-memories/2.1-add-memories/</link>
      <pubDate>Mon, 01 Jun 2026 16:16:44 -0700</pubDate>
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      <description>&lt;p&gt;ADK Agents will automatically have &lt;em&gt;session&lt;/em&gt; persistence when deployed on Agent Platform. You can test this by asking follow up questions in the running sessions like “What trades did you execute?”. The full conversation history is preserved, even while the agent is suspended (you’re not paying for it to run continuously), and is visibile in the &lt;a href=&#34;https://console.cloud.google.com/agent-platform/sessions&#34;&gt;console&lt;/a&gt;.&lt;/p&gt;&#xA;&lt;p&gt;When you start a new session however, that context is gone. It&amp;rsquo;s common to want some level of&#xA;memory and personalization for an agent. For example, if the user says &amp;ldquo;I never want to&#xA;buy ___ stock&amp;rdquo;, ideally we would remember this and factor that in to trading decisions.&lt;/p&gt;</description>
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