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    <title>DZG STUDIO — measurements and field notes</title>
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    <description>Byte-level measurements from real Macs, and the product decisions they changed. Written by Yukun Gao, the independent builder behind Mint, Alder, Reso, and Scene.</description>
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    <lastBuildDate>Thu, 03 Sep 2026 12:00:00 GMT</lastBuildDate>
    <managingEditor>dev@dzgapp.com (Yukun Gao)</managingEditor>
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      <title>22.83 GB of agent conversations, byte by byte: 71% images, 16% unique</title>
      <link>https://mint.dzgapp.com/build-journey/what-22-gb-of-agent-conversations-is-made-of/</link>
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      <pubDate>Thu, 03 Sep 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Mint</category>
      <category>Measurement</category>
      <description>Every image in 1,231 Codex conversations fingerprinted. 92% of the duplicate screenshots sit in conversations used this week, so the age slider points at the wrong end; a fork depends on another file&apos;s byte offset; and the clever fix was the smallest.</description>
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    <item>
      <title>Why Reso Has No “Uncategorized”</title>
      <link>https://resoapp.xyz/build-journey/no-uncategorized-ten-doors</link>
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      <pubDate>Thu, 03 Sep 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Reso</category>
      <category>Product</category>
      <description>An “Other” bucket is not a fact about your notes. It is the system admitting it never decided. Ten stable doors, a closed-list classifier, a noise sink, and clusters that are allowed to emerge underneath.</description>
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    <item>
      <title>Dictation That Never Loses Your Words</title>
      <link>https://alder.dzgapp.com/blog/dictation-that-never-loses-your-words/</link>
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      <pubDate>Tue, 25 Aug 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Alder</category>
      <category>Reliability</category>
      <description>How Alder protects a spoken thought through silent microphones, interrupted sessions, and blocked fields.</description>
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    <item>
      <title>The Hard Part of On-Device AI Isn’t Inference</title>
      <link>https://alder.dzgapp.com/blog/on-device-ai-model-delivery/</link>
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      <pubDate>Tue, 25 Aug 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Alder</category>
      <category>Engineering</category>
      <description>How large local models reach real Macs reliably, recover from interruption, and stay verifiable.</description>
    </item>
    <item>
      <title>Why Alder Runs Multiple Speech Models</title>
      <link>https://alder.dzgapp.com/blog/why-alder-runs-multiple-speech-models/</link>
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      <pubDate>Tue, 25 Aug 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Alder</category>
      <category>Engineering</category>
      <description>No single local model wins every language, so Alder measures quality and routes each language quietly.</description>
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    <item>
      <title>16.9 GB of “junk” that was backing two installed simulators</title>
      <link>https://mint.dzgapp.com/build-journey/the-junk-your-mac-wont-let-you-delete/</link>
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      <pubDate>Fri, 21 Aug 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Mint</category>
      <category>Measurement</category>
      <description>A confident detector named 16.9 GB of abandoned iOS runtimes. They were the backing images of two live simulators. Every trap in the chain, measured on one Mac between August 19 and 21, 2026, with free space read before and after.</description>
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    <item>
      <title>72.6 GB across Codex, Claude, and Cursor, and the fix that keeps every conversation</title>
      <link>https://mint.dzgapp.com/build-journey/agents-are-not-a-black-box/</link>
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      <pubDate>Thu, 20 Aug 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Mint</category>
      <category>Measurement</category>
      <description>What coding agents leave on a developer&apos;s disk, measured with read-only scan hooks: a summary that photocopies screenshots, an archive that frees nothing, and how to read 14 GB without killing the machine.</description>
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    <item>
      <title>Not a Refrigerator</title>
      <link>https://mint.dzgapp.com/build-journey/not-a-refrigerator/</link>
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      <pubDate>Thu, 02 Apr 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Mint</category>
      <category>Design</category>
      <description>A first-use test turned a proud, feature-heavy interface into something quieter. The user needed the result, not the gears.</description>
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    <item>
      <title>Why Mint</title>
      <link>https://mint.dzgapp.com/build-journey/why-mint/</link>
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      <pubDate>Wed, 04 Mar 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Mint</category>
      <category>Design</category>
      <description>Why a name that suggests care and renewal fit better than one that simply described cleanup.</description>
    </item>
    <item>
      <title>On-Device Intelligence, and Knowing When to Stay Quiet</title>
      <link>https://mint.dzgapp.com/build-journey/on-device-intelligence/</link>
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      <pubDate>Thu, 12 Feb 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Mint</category>
      <category>Product</category>
      <description>The harder question was not how to classify files, but when Mint should act and when it should ask.</description>
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    <item>
      <title>Why We Went Native</title>
      <link>https://mint.dzgapp.com/build-journey/from-electron-to-native/</link>
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      <pubDate>Sun, 18 Jan 2026 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Mint</category>
      <category>Engineering</category>
      <description>What Mint learned by moving from a fast cross-platform prototype to software designed around the Mac.</description>
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    <item>
      <title>The Mess We All Share</title>
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      <pubDate>Fri, 05 Dec 2025 12:00:00 GMT</pubDate>
      <dc:creator>Yukun Gao</dc:creator>
      <category>Mint</category>
      <category>Motivation</category>
      <description>Different files, same pattern: digital clutter accumulates faster than most people can organize it.</description>
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