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    <title>DEV Community: SKYFIGHTSTUDIO</title>
    <description>The latest articles on DEV Community by SKYFIGHTSTUDIO (@skyfightstudio).</description>
    <link>https://dev.to/skyfightstudio</link>
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      <title>NOT GET HACKED - spam risk analyzer</title>
      <dc:creator>SKYFIGHTSTUDIO</dc:creator>
      <pubDate>Mon, 15 Jun 2026 13:21:41 +0000</pubDate>
      <link>https://dev.to/skyfightstudio/not-get-hacked-spam-risk-analyzer-3m24</link>
      <guid>https://dev.to/skyfightstudio/not-get-hacked-spam-risk-analyzer-3m24</guid>
      <description>&lt;p&gt;I recently built a small browser‑only tool that analyzes how risky an email address looks based on structural patterns, domain heuristics, and behavior‑based scoring.&lt;br&gt;
It’s called NOT GET HACKED, and the entire thing runs on static HTML/CSS/JS — no backend, no logging, no network requests.&lt;/p&gt;

&lt;p&gt;In this post I’ll walk through the core ideas behind the scoring model and how the tool works under the hood.&lt;/p&gt;

&lt;p&gt;Why analyze email addresses at all?&lt;br&gt;
Even without sending a single request to a server, an email address contains a surprising amount of signal:&lt;/p&gt;

&lt;p&gt;the local part (before the @)&lt;/p&gt;

&lt;p&gt;the domain&lt;/p&gt;

&lt;p&gt;the TLD&lt;/p&gt;

&lt;p&gt;the character patterns&lt;/p&gt;

&lt;p&gt;the entropy&lt;/p&gt;

&lt;p&gt;the presence of known spammer patterns&lt;/p&gt;

&lt;p&gt;I hope it will help a lot of people to NOT GET HACKED !&lt;br&gt;
URL adress : &lt;a href="https://notgethacked.netlify.app" rel="noopener noreferrer"&gt;https://notgethacked.netlify.app&lt;/a&gt;&lt;/p&gt;

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      <category>webdev</category>
      <category>security</category>
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