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      <title>AI-Assisted Azure RBAC Analysis</title>
      <link>https://krisby.dev/en/writeups/ai-rbac-analyzer/</link>
      <pubDate>Fri, 13 Mar 2026 00:00:00 +0000</pubDate>
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      <description>&lt;h2 id=&#34;background&#34;&gt;Background&lt;/h2&gt;&#xA;&lt;p&gt;I wanted to gain a better understanding of Azure RBAC in practice while also exploring whether AI could be used to help identify excessive permissions and access-related risks.&lt;/p&gt;&#xA;&lt;p&gt;The goal was not to build a production-ready security tool, but to combine hands-on RBAC testing with AI-assisted analysis and see what insights could be generated.&lt;/p&gt;&#xA;&lt;h2 id=&#34;what-i-built&#34;&gt;What I Built&lt;/h2&gt;&#xA;&lt;p&gt;I created a small Azure lab environment consisting of:&lt;/p&gt;&#xA;&lt;ul&gt;&#xA;&lt;li&gt;Resource Groups&lt;/li&gt;&#xA;&lt;li&gt;Virtual Machines&lt;/li&gt;&#xA;&lt;li&gt;Network resources&lt;/li&gt;&#xA;&lt;li&gt;Users and groups&lt;/li&gt;&#xA;&lt;/ul&gt;&#xA;&lt;p&gt;I then assigned different RBAC roles to simulate a realistic access model.&lt;/p&gt;</description>
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