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    <title>Ujjwal Prakash Writing</title>
    <link>https://portfolio.ratanai.com/writing</link>
    <description>Product decisions, AI products, fintech, MSME systems, and decision-support notes.</description>
    <item>
      <title>Why Heerax OS Became Local-First</title>
      <link>https://portfolio.ratanai.com/writing/why-heerax-os-became-local-first</link>
      <description>How reliability became a product decision for MSME software.</description>
      <pubDate>Thu, 05 Feb 2026 00:00:00 +0530</pubDate>
    </item>
    <item>
      <title>More Data Does Not Always Create Better Decisions</title>
      <link>https://portfolio.ratanai.com/writing/more-data-does-not-create-better-decisions</link>
      <description>Why decision-support products need hierarchy more than visual density.</description>
      <pubDate>Sun, 18 Jan 2026 00:00:00 +0530</pubDate>
    </item>
    <item>
      <title>Designing AI Products That Do Not Hide Uncertainty</title>
      <link>https://portfolio.ratanai.com/writing/designing-ai-products-that-expose-uncertainty</link>
      <description>A product principle for AI systems that support judgement.</description>
      <pubDate>Wed, 07 Jan 2026 00:00:00 +0530</pubDate>
    </item>
    <item>
      <title>Why Neelam Should Not Depend on Cashback</title>
      <link>https://portfolio.ratanai.com/writing/why-neelam-should-not-depend-on-cashback</link>
      <description>A note on savings habits, trust, and rewards-led engagement.</description>
      <pubDate>Sun, 14 Dec 2025 00:00:00 +0530</pubDate>
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