<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Confidential-Ai on CuraDevOps</title><link>https://curadevops.metacog.co.kr/tags/confidential-ai/</link><description>Recent content in Confidential-Ai on CuraDevOps</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Fri, 07 Aug 2026 00:23:45 +0000</lastBuildDate><atom:link href="https://curadevops.metacog.co.kr/tags/confidential-ai/index.xml" rel="self" type="application/rss+xml"/><item><title>GitLab Duo Self-Hosted gains Privatemode confidential-AI model provider</title><link>https://curadevops.metacog.co.kr/insights/2026-08-07-confidential-ai-for-gitlab-self-hosted/</link><pubDate>Fri, 07 Aug 2026 00:23:45 +0000</pubDate><guid>https://curadevops.metacog.co.kr/insights/2026-08-07-confidential-ai-for-gitlab-self-hosted/</guid><description>&lt;ul>
&lt;li>&lt;strong>Platform/SRE — Plan:&lt;/strong> Teams running GitLab Self-Hosted in regulated environments can now configure the Duo AI Gateway to proxy through Privatemode&amp;rsquo;s confidential-compute backend — worth scheduling this quarter to evaluate setup and network path requirements alongside any existing compliance review.&lt;/li>
&lt;li>&lt;strong>CI/CD — Learn:&lt;/strong> The prospect of GitLab Duo Agent Platform driving multi-step agentic flows as native CI jobs is a meaningful design shift to track, but there are no pipeline migrations or deprecations to act on today.&lt;/li>
&lt;li>&lt;strong>Leader — Plan:&lt;/strong> For regulated orgs blocked from AI coding tools by IP or compliance constraints, this materially changes the vendor-risk calculus — evaluate Privatemode as a compliant model-provider path for GitLab Duo during the next planning cycle before competitors further compound their AI productivity lead.&lt;/li>
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