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    <title>Saurabh Kumar</title>
    <link>https://saurabhkumar8112.github.io/</link>
    <description>Technical articles by Saurabh Kumar on AI agents, model evaluation, reliability, and cost, with practical guides, diagrams, and reproducible code.</description>
    <language>en</language>
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      <title>Everything Can Be Automated with AI. Why Bother Then?</title>
      <link>https://saurabhkumar8112.github.io/articles/everything-can-be-automated/</link>
      <guid>https://saurabhkumar8112.github.io/articles/everything-can-be-automated/</guid>
      <description>AI multiplies a system. Without one, it multiplies variance. An interactive essay on reels, assembly lines and why judgment is the new bottleneck.</description>
      <pubDate>Mon, 19 Oct 2026 12:00:00 +0900</pubDate>
    </item>
    <item>
      <title>When AI Does the Work, What Will Infosys and TCS Sell?</title>
      <link>https://saurabhkumar8112.github.io/articles/future-of-it-services/</link>
      <guid>https://saurabhkumar8112.github.io/articles/future-of-it-services/</guid>
      <description>What Infosys and TCS earnings calls reveal about AI, outcome pricing and productivity, and how agent evaluations can make delivery commitments credible.</description>
      <pubDate>Wed, 23 Sep 2026 21:59:56 +0900</pubDate>
    </item>
    <item>
      <title>When should you use JEV? A practical guide</title>
      <link>https://saurabhkumar8112.github.io/articles/when-should-you-use-jev/</link>
      <guid>https://saurabhkumar8112.github.io/articles/when-should-you-use-jev/</guid>
      <description>When should you use TypeSafe's Jev? A practical guide to AI agents, search and coding, covering accuracy, error cascades, confidence and workflow costs.</description>
      <pubDate>Tue, 22 Sep 2026 00:20:44 +0900</pubDate>
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