- Platform/SRE — Plan: Teams running GitLab Self-Hosted in regulated environments can now configure the Duo AI Gateway to proxy through Privatemode’s confidential-compute backend — worth scheduling this quarter to evaluate setup and network path requirements alongside any existing compliance review.
- CI/CD — Learn: 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.
- Leader — Plan: 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.