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   GitLab 18.4: Build custom agents, navigate code faster &amp; keep pipelines green
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   Gain control over AI deployment, automate critical workflows, and more.
  </div>
  <div class="preheader" style="display:none;font-size:1px;color:#333333;line-height:1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">
   Gain control over AI deployment, automate critical workflows, and more.
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                    GitLab 18.4: AI-native development with automation and insight
                   </span>
                  </h2>
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                   <p style="margin: 0;">
                    Unified AI across how you build, secure, and ship.
                   </p>
                  </div>
                 </td>
                </tr>
               </tbody>
              </table>
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                            Learn more
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                   GitLab 18.4: AI-native development with automation and insight
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                    Unified AI across how you build, secure, and ship.
                   </p>
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                      Learn more
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                    The GitLab 18.4 release brings custom agents, code-aware accuracy, and automated pipeline fixes to keep developers in flow.
                   </p>
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                     <strong>
                      AI Catalog
                     </strong>
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                     <img alt="GitLab 18.4" height="auto" src="https://inboxflows.com/_/image/https%253A%252F%252Fpage.gitlab.com%252Frs%252F194-VVC-221%252Fimages%252Femail-image-18-4-release-ai-catalog-stylized-ui-fy26%2520%25281%2529.png%253Fversion%253D0/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZwYWdlLmdpdGxhYiIsInRpbWUiOjE3NTkzMDU2NDIuMjEwMjExM30:1v3rlS:33afTB9R__E7yItzQHyK05IS_VkhtT8juROkNv2Dzn0" style="display: block; height: auto; border: 0; width: 100%;" title="GitLab 18.4" width="560"/>
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                   <p style="margin: 0; margin-bottom: 18px;">
                    Discover, create, and share custom agents with AI Catalog — unlocking faster, smarter workflows across your SDLC.
                   </p>
                   <p style="margin: 0;">
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             <td class="column column-1" style="mso-table-lspace: 0pt; mso-table-rspace: 0pt; font-weight: 400; text-align: left; padding-bottom: 10px; padding-top: 10px; vertical-align: top;" width="100%">
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                 <td class="pad" style="padding-bottom:5px;padding-left:20px;padding-right:10px;padding-top:10px;text-align:left;">
                  <div align="left" class="alignment">
                   <!--[if mso]>
<v:roundrect xmlns:v="urn:schemas-microsoft-com:vml" xmlns:w="urn:schemas-microsoft-com:office:word"   style="height:42px;width:169px;v-text-anchor:middle;" arcsize="112%" fill="false">
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                   <span class="button" style="background-color: transparent; mso-shading: transparent; border-bottom: 1px solid #bfaaee; border-left: 1px solid #bfaaee; border-radius: 50px; border-right: 1px solid #bfaaee; border-top: 1px solid #bfaaee; color: #ffffff; display: inline-block; font-family: 'Inter','Arial'; font-size: 16px; font-weight: 400; mso-border-alt: none; padding-bottom: 5px; padding-top: 5px; padding-left: 15px; padding-right: 15px; text-align: center; width: auto; word-break: keep-all; letter-spacing: normal;">
                    <span style="word-break: break-word; line-height: 32px;">
                     <strong>
                      Knowledge Graph
                     </strong>
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                   <!--[if mso]></center></v:textbox></v:roundrect><![endif]-->
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                     <img alt="Knowledge Graph upgrades" height="auto" src="https://inboxflows.com/_/image/https%253A%252F%252Fpage.gitlab.com%252Frs%252F194-VVC-221%252Fimages%252Femail-image-18-4-release-knowledge-graph-stylized-ui-fy26%2520%25281%2529.png%253Fversion%253D0/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZwYWdlLmdpdGxhYiIsInRpbWUiOjE3NTkzMDU2NDIuMjEwMzM0OH0:1v3rlS:xiza9yipTc59rW6fE4G5XcRyc6Dr9P47HsSaqCPsMP4" style="display: block; height: auto; border: 0; width: 100%;" title="Knowledge Graph upgrades" width="560"/>
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              <table border="0" cellpadding="0" cellspacing="0" class="paragraph_block block-3" role="presentation" style="mso-table-lspace: 0pt; mso-table-rspace: 0pt; word-break: break-word;" width="100%">
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                   <p style="margin: 0; margin-bottom: 18px;">
                    The upgraded Knowledge Graph streamlines code exploration across files, routes, and dependencies — helping developers and their agents quickly understand project structure and the impact of their changes.
                   </p>
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                    <a rel="noopener" style="text-decoration: underline; color: #a989f5;" target="_blank">
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                   <!--[if mso]>
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                      Fix Failed Pipelines Flow
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                   <p style="margin: 0;">
                    Keep your pipelines green with business-aware automation.
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              <table border="0" cellpadding="0" cellspacing="0" class="list_block block-3" role="presentation" style="mso-table-lspace: 0pt; mso-table-rspace: 0pt; word-break: break-word; color: #ffffff; direction: ltr; font-family: 'Inter','Arial'; font-size: 15px; font-weight: 400; letter-spacing: 0px; line-height: 1.2; text-align: left; mso-line-height-alt: 18px;" width="100%">
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                     Prioritize fixes by business impact
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                     Analyze root causes in context
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                     Stay in flow with automated, aligned fixes
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                   <p style="margin: 0;">
                    <a rel="noopener" style="text-decoration: underline; color: #a989f5;" target="_blank">
                     Learn more &gt;
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             <td class="column column-1 first" style="mso-table-lspace: 0pt; mso-table-rspace: 0pt; font-weight: 400; text-align: left; padding-bottom: 10px; padding-right: 10px; padding-top: 10px; vertical-align: top; border-radius: 1px;" width="50%">
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                  <td class="pad" style="padding-bottom:10px;padding-left:25px;padding-right:10px;padding-top:10px;text-align:left;">
                   <div align="left" class="alignment">
                    <!--[if mso]>
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                     <span style="word-break: break-word; line-height: 32px;">
                      <strong>
                       GitLab Duo model selection
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                     </span>
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                    <!--[if mso]></center></v:textbox></v:roundrect><![endif]-->
                   </div>
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                  <td class="pad" style="padding-bottom:5px;padding-left:30px;padding-right:10px;padding-top:5px;">
                   <div style="color:#ffffff;direction:ltr;font-family:'Inter','Arial';font-size:16px;font-weight:400;letter-spacing:0px;line-height:1.2;text-align:left;mso-line-height-alt:19px;">
                    <p style="margin: 0;">
                     Ensure consistent and compliant AI use across features and namespaces.
                    </p>
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               <table border="0" cellpadding="0" cellspacing="0" class="list_block block-3" role="presentation" style="mso-table-lspace: 0pt; mso-table-rspace: 0pt; word-break: break-word; color: #ffffff; direction: ltr; font-family: 'Inter','Arial'; font-size: 15px; font-weight: 400; letter-spacing: 0px; line-height: 1.2; text-align: left; mso-line-height-alt: 18px;" width="100%">
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                  <td class="pad" style="padding-bottom:5px;padding-left:30px;padding-right:5px;padding-top:5px;">
                   <div style="margin-left:-20px">
                    <ul start="1" style="margin-top: 0; margin-bottom: 0; list-style-type: revert;">
                     <li aria-level="1" style="Margin: 0 0 6px 0;">
                      Set model defaults at org or feature level
                     </li>
                     <li aria-level="1" style="Margin: 0 0 6px 0;">
                      Support for GPT-OSS and GPT-5 added for Self-Hosted
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                    </ul>
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                  <td class="pad" style="padding-bottom:5px;padding-left:35px;padding-right:10px;padding-top:5px;">
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                     <a target="_blank">
                      <img alt="GitLab Duo model selection" height="auto" src="https://inboxflows.com/_/image/https%253A%252F%252Fpage.gitlab.com%252Frs%252F194-VVC-221%252Fimages%252Femail-image-18-4-release-model-selection-stylized-ui-fy26%2520%25281%2529.png%253Fversion%253D0/?inbox_flows_img_sig=eyJwYXRoIjoiaHR0cHMlM0ElMkYlMkZwYWdlLmdpdGxhYiIsInRpbWUiOjE3NTkzMDU2NDIuMjEwNTY0MX0:1v3rlS:KLzERKRuW0ljlHCQPZMoJ90abch1VVaBcDGGln1ercQ" style="display: block; height: auto; border: 0; width: 100%; border-radius: 12px;" title="GitLab Duo model selection" width="260"/>
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                    <span style="word-break: break-word; color: #a989f5;">
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                    to learn more about what else is new in 18.4 and what’s coming in future releases.
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