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    <title>Takunda P J Nhau — Blog</title>
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    <description>Notes on cybersecurity, secure engineering and AI.</description>
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    <lastBuildDate>Tue, 15 Sep 2026 17:03:35 GMT</lastBuildDate>
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      <title>RBAC is harder than it looks</title>
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      <pubDate>Mon, 14 Sep 2026 16:55:12 GMT</pubDate>
      <description>Role-based access control sounds simple until you have multi-tenant data, sensitive documents, and five modules that all have to agree.</description>
      <category>AppSec</category>
      <category>RBAC</category>
      <category>Multi-tenant</category>
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      <title>Detecting scam SMS with a fine-tuned Polish transformer</title>
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      <pubDate>Mon, 14 Sep 2026 16:55:12 GMT</pubDate>
      <description>Why a generic model was not enough for Polish-language fraud, and how the alert flow protects the people most often targeted.</description>
      <category>Machine Learning</category>
      <category>NLP</category>
      <category>Fraud</category>
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