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    <title>DEV Community: Shamshod NURMURODOV</title>
    <description>The latest articles on DEV Community by Shamshod NURMURODOV (@shamshod99).</description>
    <link>https://dev.to/shamshod99</link>
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      <title>DEV Community: Shamshod NURMURODOV</title>
      <link>https://dev.to/shamshod99</link>
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      <title>[Boost]</title>
      <dc:creator>Shamshod NURMURODOV</dc:creator>
      <pubDate>Wed, 18 Mar 2026 13:23:22 +0000</pubDate>
      <link>https://dev.to/shamshod99/-182a</link>
      <guid>https://dev.to/shamshod99/-182a</guid>
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    &lt;div class="ltag__link__content"&gt;
      &lt;h2&gt;React Native vs Flutter in 2026: Which One Should You Choose?&lt;/h2&gt;
      &lt;h3&gt;Umidjon Gafforov ・ Mar 18&lt;/h3&gt;
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        &lt;span class="ltag__link__tag"&gt;#webdev&lt;/span&gt;
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      <category>webdev</category>
      <category>ai</category>
      <category>programming</category>
      <category>javascript</category>
    </item>
    <item>
      <title>We’re Building a Cybersecurity AI That Defends Like a Guardian — Join the Mission</title>
      <dc:creator>Shamshod NURMURODOV</dc:creator>
      <pubDate>Mon, 09 Jun 2025 09:41:21 +0000</pubDate>
      <link>https://dev.to/shamshod99/were-building-a-cybersecurity-ai-that-defends-like-a-guardian-join-the-mission-4hgk</link>
      <guid>https://dev.to/shamshod99/were-building-a-cybersecurity-ai-that-defends-like-a-guardian-join-the-mission-4hgk</guid>
      <description>&lt;p&gt;In today’s connected world, where digital systems grow more complex, so do the threats. But what if we could build an AI that understands risks and defends systems — before they're attacked?&lt;/p&gt;

&lt;p&gt;We’re building an experimental project:&lt;/p&gt;

&lt;p&gt;⚔️ An AI that learns from system simulations and uses its knowledge to design adaptive defense systems — always evolving.&lt;/p&gt;

&lt;p&gt;🔍 What Is the Project?&lt;br&gt;
We aim to create a system that:&lt;/p&gt;

&lt;p&gt;Understands how digital platforms, APIs, and protocols operate.&lt;/p&gt;

&lt;p&gt;Learns from safe and ethical system simulations.&lt;/p&gt;

&lt;p&gt;Creates dynamic protection layers to safeguard user data and system integrity.&lt;/p&gt;

&lt;p&gt;Functions like a real-time defensive analyst for small and large networks.&lt;/p&gt;

&lt;p&gt;This project will be open-source, community-driven, and transparency-focused.&lt;/p&gt;

&lt;p&gt;🧠 What We Believe&lt;br&gt;
The best way to protect systems is by truly understanding how they can be broken — in a lab, not in the wild.&lt;br&gt;
We call this philosophy:&lt;/p&gt;

&lt;p&gt;“Simulate to protect. Learn to secure.”&lt;/p&gt;

&lt;p&gt;Our project stays within ethical and legal boundaries. It’s inspired by the work of ethical hackers, cybersecurity researchers, and AI developers.&lt;/p&gt;

&lt;p&gt;👨‍💻 Who We Need&lt;br&gt;
We're looking for volunteers who:&lt;/p&gt;

&lt;p&gt;Know AI, cybersecurity, or fullstack development&lt;/p&gt;

&lt;p&gt;Believe in open, safe technology&lt;/p&gt;

&lt;p&gt;Want to build tools that protect people, not exploit them&lt;/p&gt;

&lt;p&gt;Roles we welcome:&lt;/p&gt;

&lt;p&gt;AI/ML Engineers (NLP, anomaly detection, LLMs)&lt;/p&gt;

&lt;p&gt;Cybersecurity Analysts (with ethical testing knowledge)&lt;/p&gt;

&lt;p&gt;Backend Engineers (Python, Go, Rust)&lt;/p&gt;

&lt;p&gt;Open-source Contributors&lt;/p&gt;

&lt;p&gt;🔧 Current Stage&lt;br&gt;
We are at research and prototyping stage. First goal: a simulation module that teaches the AI how systems behave under stress, safely and legally.&lt;/p&gt;

&lt;p&gt;No funding yet — just passion and a vision. Once our MVP is live, we’ll explore grants and ethical backers.&lt;/p&gt;

&lt;p&gt;📢 Join Us&lt;br&gt;
If you’re passionate about ethical innovation, and want to be part of something meaningful, reach out.&lt;/p&gt;

&lt;p&gt;Let’s build something that protects people — before problems arise.&lt;/p&gt;

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