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    <title>InfoQ - DevSecOps</title>
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      <title>Dropbox Integrates MCP and Dash to Close the Gap between Security Design and Code Review</title>
      <link>https://www.infoq.com/news/2026/07/dropbox-mcp-ai-code-review/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=DevSecOps</link>
      <description>&lt;img src="https://res.infoq.com/news/2026/07/dropbox-mcp-ai-code-review/en/headerimage/generatedHeaderImage-1785008611092.jpg"/&gt;&lt;p&gt;Dropbox has integrated Model Context Protocol (MCP) with its internal knowledge platform, Dash, to surface security design context during AI assisted code reviews. The system retrieves threat models and security requirements for pull requests, helping reviewers validate implementation against design intent. An InfoQ Q&amp;A explores the architecture and key lessons learned.&lt;/p&gt; &lt;i&gt;By Leela Kumili&lt;/i&gt;</description>
      <category>Application Security</category>
      <category>Productivity</category>
      <category>Artificial Intelligence</category>
      <category>Threat Modeling</category>
      <category>Model Context Protocol (MCP)</category>
      <category>Code Reviews</category>
      <category>DevSecOps</category>
      <category>Software Development</category>
      <category>Security</category>
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      <category>AI, ML &amp; Data Engineering</category>
      <category>Architecture &amp; Design</category>
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      <pubDate>Fri, 31 Jul 2026 14:36:00 GMT</pubDate>
      <guid>https://www.infoq.com/news/2026/07/dropbox-mcp-ai-code-review/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=DevSecOps</guid>
      <dc:creator>Leela Kumili</dc:creator>
      <dc:date>2026-07-31T14:36:00Z</dc:date>
      <dc:identifier>/news/2026/07/dropbox-mcp-ai-code-review/en</dc:identifier>
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