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  <title>Sentinel Apex Academy Research</title>
  <link>https://academy.cyberdudebivash.com</link>
  <description>Enterprise training and certification for AI security, cybersecurity, threat intelligence, SOC operations, and DevSecOps — taught in part through hands-on exercises against the CyberDudeBivash ecosystem’s own live products.</description>
  <language>en</language>
  <lastBuildDate>Mon, 03 Aug 2026 00:00:00 GMT</lastBuildDate>
  <item>
    <title>Announcing Sentinel Apex Academy</title>
    <link>https://academy.cyberdudebivash.com/blog</link>
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    <pubDate>Mon, 03 Aug 2026 00:00:00 GMT</pubDate>
    <category>Blog</category>
    <description>Why we are building a training platform tied directly to the tools practitioners already use.</description>
  </item>
  <item>
    <title>How We Designed the API Learning Track</title>
    <link>https://academy.cyberdudebivash.com/blog</link>
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    <pubDate>Mon, 03 Aug 2026 00:00:00 GMT</pubDate>
    <category>Blog</category>
    <description>Turning a real, live ecosystem API into a guided, safe learning surface — the design constraints.</description>
  </item>
  <item>
    <title>Academy Roadmap: What&apos;s Next After Phase 1</title>
    <link>https://academy.cyberdudebivash.com/blog</link>
    <guid isPermaLink="false">https://academy.cyberdudebivash.com/blog#academy-roadmap-after-phase-1</guid>
    <pubDate>Mon, 03 Aug 2026 00:00:00 GMT</pubDate>
    <category>Blog</category>
    <description>A look at the Phase 2 backlog: labs, certifications, and the first live ecosystem integrations.</description>
  </item>
  <item>
    <title>Zero Trust for AI Workloads</title>
    <link>https://academy.cyberdudebivash.com/research</link>
    <guid isPermaLink="false">https://academy.cyberdudebivash.com/research#zero-trust-for-ai-workloads</guid>
    <pubDate>Wed, 29 Jul 2026 00:00:00 GMT</pubDate>
    <category>Research</category>
    <description>Applying zero-trust principles to model endpoints, tool-calling, and agent-to-agent communication.</description>
  </item>
  <item>
    <title>Why AI Security Needs Its Own Threat Model</title>
    <link>https://academy.cyberdudebivash.com/research</link>
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    <pubDate>Wed, 22 Jul 2026 00:00:00 GMT</pubDate>
    <category>Research</category>
    <description>STRIDE was built for deterministic systems. Here is where it holds up for LLM-backed applications, and where it does not.</description>
  </item>
  <item>
    <title>Inside Our Threat-Informed Curriculum Process</title>
    <link>https://academy.cyberdudebivash.com/blog</link>
    <guid isPermaLink="false">https://academy.cyberdudebivash.com/blog#inside-our-threat-informed-curriculum-process</guid>
    <pubDate>Mon, 20 Jul 2026 00:00:00 GMT</pubDate>
    <category>Blog</category>
    <description>How course content gets prioritized against what is actually showing up in the threat landscape.</description>
  </item>
  <item>
    <title>Reading the SENTINEL APEX Intelligence Model</title>
    <link>https://academy.cyberdudebivash.com/research</link>
    <guid isPermaLink="false">https://academy.cyberdudebivash.com/research#reading-the-sentinel-apex-intelligence-model</guid>
    <pubDate>Sun, 05 Jul 2026 00:00:00 GMT</pubDate>
    <category>Research</category>
    <description>An orientation to how the ecosystem’s SENTINEL APEX platform is publicly described, and how Academy content will connect to it once integrated.</description>
  </item>
  <item>
    <title>The State of API Attack Surfaces in 2026</title>
    <link>https://academy.cyberdudebivash.com/research</link>
    <guid isPermaLink="false">https://academy.cyberdudebivash.com/research#state-of-api-attack-surfaces-2026</guid>
    <pubDate>Tue, 30 Jun 2026 00:00:00 GMT</pubDate>
    <category>Research</category>
    <description>A field-level look at how broken object-level authorization and shadow APIs keep showing up in the same places.</description>
  </item>
  <item>
    <title>CISA KEV Trends: What SOC Teams Should Prioritize</title>
    <link>https://academy.cyberdudebivash.com/research</link>
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    <pubDate>Wed, 10 Jun 2026 00:00:00 GMT</pubDate>
    <category>Research</category>
    <description>A practitioner framework for triaging the Known Exploited Vulnerabilities catalog against limited patch-window capacity.</description>
  </item>
  <item>
    <title>Ransomware-as-a-Service: An Academy Field Guide</title>
    <link>https://academy.cyberdudebivash.com/research</link>
    <guid isPermaLink="false">https://academy.cyberdudebivash.com/research#ransomware-as-a-service-field-guide</guid>
    <pubDate>Thu, 28 May 2026 00:00:00 GMT</pubDate>
    <category>Research</category>
    <description>How RaaS affiliate structures change incident response assumptions, explained for defenders.</description>
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