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      <title>Use AI to Speed Up Security Hardening (and Read This First)</title>
      <dc:creator>Tad Kershner</dc:creator>
      <pubDate>Wed, 12 Nov 2025 20:35:15 +0000</pubDate>
      <link>https://dev.to/tad_kershner_577c2eb5cec2/use-ai-to-speed-up-security-hardening-and-read-this-first-n6f</link>
      <guid>https://dev.to/tad_kershner_577c2eb5cec2/use-ai-to-speed-up-security-hardening-and-read-this-first-n6f</guid>
      <description>&lt;p&gt;AI is amazing for boilerplate and speed, but my test proved it's a dangerous "naive junior" when handling secrets and testing cleanup. I detail exactly where the tool fell short and why you must keep an eagle-eyed human-in-the-loop to prevent code disasters.&lt;/p&gt;

&lt;p&gt;What's been your experience?&lt;/p&gt;

&lt;p&gt;&lt;a href="https://medium.com/@tadkershner/security-by-design-f2e827994ef2" rel="noopener noreferrer"&gt;Security by Design Pt 2: AI for Threat Modeling and Remediation&lt;/a&gt;&lt;/p&gt;

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      <category>ai</category>
      <category>security</category>
      <category>codereview</category>
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