techlist.io
KREN
gitlab

GitLab on Google Cloud: Fully managed, compliant, and AI-ready (opens in new tab)

gitlabdevsecopsgeminigitlab-duo-agent-platformgoogle-cloudgemmaai-gatewaydata-residency

GitLab is introducing a fully managed deployment on Google Cloud through certified managed service providers such as Beyond and Digital Future. The offering combines data residency and compliance controls with access to Google’s Gemini and Gemma models through GitLab Duo Agent Platform. Organizations can also purchase the platform through Google Cloud Marketplace, applying existing cloud commitments to GitLab, AI inference, and infrastructure costs.

Fully Managed GitLab on Google Cloud

  • Certified MSPs operate GitLab on Google Cloud under service-level agreements, removing infrastructure-management responsibilities from customer teams.
  • Organizations retain control over where code, pipelines, and security data are stored, supporting sovereignty and data-residency requirements.
  • GitLab’s audit and policy controls provide visibility into agent actions, merge requests, and security findings.

AI Model Choice for Different Workloads

  • Gemini models, including Gemini 3.5 Flash, are available in Duo Agent Platform through Google’s Gemini Enterprise Agent Platform.
  • GitLab’s participation in Google’s early-access program is intended to bring new Gemini models to Duo as they become available.
  • Regulated or self-hosted teams can use Gemma 4 with GitLab Duo Self-Hosted.
  • With self-hosted models, the AI Gateway and all requests and responses remain within an organization’s on-premises or private-cloud environment.

Using Existing Google Cloud Commitments

  • GitLab and Duo Agent Platform can be purchased through Google Cloud Marketplace.
  • Existing Google Cloud commitments can fund GitLab subscriptions, model inference, and related infrastructure without starting a new procurement cycle.
  • Consolidated Google Cloud billing reduces reconciliation across vendors.
  • GitLab retains its own cost-management features, including usage dashboards, model policies, and GitLab Credits for more predictable AI spending.

One Governed DevSecOps Platform

  • GitLab Duo Agent Platform provides software-delivery context that standalone coding assistants lack, including merge requests, pipelines, and deployment targets.
  • This context helps agents perform multi-step work and supports code review at monorepo scale.
  • Combining GitLab’s governance and lifecycle data with Google’s models keeps deployment, model selection, compliance, and spending aligned in one platform rather than fragmented across multiple tools.

Organizations can start with a Duo Agent Platform trial, enable it through the free GitLab tier, or use included GitLab Credits with Premium and Ultimate subscriptions. Overall, the offering is aimed at teams that want managed GitLab operations, flexible AI model access, and strong control over data location and costs on Google Cloud.