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      <title>GitLab 19.4 Adds Goal-Driven Agents and Tighter Cost Controls</title>
      <link>https://www.infoq.com/news/2026/10/gitlab-19-4-goal-driven-agents/?utm_campaign=infoq_content&amp;utm_source=infoq&amp;utm_medium=feed&amp;utm_term=Agentic+Development+Lifecycle-news</link>
      <description>&lt;img src="https://res.infoq.com/news/2026/10/gitlab-19-4-goal-driven-agents/en/headerimage/generatedHeaderImage-1791743492913.jpg"/&gt;&lt;p&gt;GitLab has released version 19.4 of its DevSecOps platform, adding a goal-driven mode to GitLab Duo CLI, three hosted open-weight models, a larger set of Model Context Protocol (MCP) tools, and more detailed controls for AI spending.&lt;/p&gt; &lt;i&gt;By Matt Saunders&lt;/i&gt;</description>
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      <category>GitLab</category>
      <category>DevOps</category>
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      <pubDate>Mon, 12 Oct 2026 09:00:00 GMT</pubDate>
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      <dc:creator>Matt Saunders</dc:creator>
      <dc:date>2026-10-12T09:00:00Z</dc:date>
      <dc:identifier>/news/2026/10/gitlab-19-4-goal-driven-agents/en</dc:identifier>
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