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    <description>The Krizaka blog: how we build sovereign AI in Montréal, what it really costs, and what our products do on real documents. Sober, factual, in English and French.</description>
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      <title>The anatomy of an AI prompt: what each added line really changes</title>
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      <pubDate>Fri, 16 Oct 2026 12:00:00 GMT</pubDate>
      <description>A six-word prompt, then three layers of detail, on my Mac with the same seed. What gets better, what gets worse, what a negative prompt can do, and what I didn't prove.</description>
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      <title>An AI platform on one Mac: what breaks, what Spring AI 2 changed, and where the laptop gives up</title>
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      <pubDate>Fri, 16 Oct 2026 12:00:00 GMT</pubDate>
      <description>A Mac out of breath, a ClassCastException that killed the chat, models that became database rows. What I learned running Orazaka on a laptop.</description>
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      <title>What it really costs to generate images and video: my bills, measured</title>
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      <pubDate>Fri, 16 Oct 2026 12:00:00 GMT</pubDate>
      <description>A Mac, a hosted API and a rented H100, on the same pictures and clips. The seconds, the dollars, the mistakes that cost money, and a small calculation for when renting a GPU pays off.</description>
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      <title>Why I build sovereign AI in Montréal</title>
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      <pubDate>Fri, 16 Oct 2026 12:00:00 GMT</pubDate>
      <description>A GPU rented in Montréal, a Quebec privacy law, and three plain questions to ask any AI tool. What sovereign means at Krizaka, what it costs, and what is still unsolved.</description>
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