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    <title>turqoize labs, notes</title>
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    <description>Essays from the studio on agent systems: deliberation patterns, memory architecture, and designing for handoff.</description>
    <language>en</language>
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      <title>The council pattern, and when not to use it</title>
      <link>https://turqoizelabs.com/notes/council-pattern/</link>
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      <pubDate>Sun, 05 Jul 2026 09:00:00 +0000</pubDate>
      <description>A deliberation system is a small bureaucracy. Sometimes you want a bureaucracy. Sometimes you want an oracle. Here is how to tell them apart on day one.</description>
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      <title>Six layers of memory, and what each one forgets on purpose</title>
      <link>https://turqoizelabs.com/notes/six-layers-of-memory/</link>
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      <pubDate>Sun, 05 Jul 2026 09:00:00 +0000</pubDate>
      <description>A memory model is not a database. It is a series of decisions about which past should reach the present. The forgetting is the work.</description>
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      <title>The handoff is the deliverable</title>
      <link>https://turqoizelabs.com/notes/the-handoff-is-the-deliverable/</link>
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      <pubDate>Sun, 05 Jul 2026 09:00:00 +0000</pubDate>
      <description>If the day you leave is scarier than the day you arrived, you built the wrong thing. A short note on designing for departure.</description>
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