How to design GitLab for enterprise scale
Plan an enterprise rollout with clear choices for deployment, runner capacity, availability, disaster recovery, and pipeline performance.
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DevSecOps
How to calculate DevOps platform total cost of ownership
Budget pressure on your toolchain? See what goes into DevOps platform costs, from compute to security to tool sprawl, and where to cut.
Product
Track CI component usage across your organization
With GitLab 19.0, see how your shared CI components are being used across your organization, so you can act on what you find.
Engineering
How to build CI/CD observability at scale
This practical guide to GitLab pipeline analytics helps self-managed users gain operational insights using Prometheus and Grafana.
Engineering
5 ways GitLab pipeline logic solves real engineering problems
Learn how to scale CI/CD with composable patterns for monorepos, microservices, environments, and governance.
AI
Secure and fast deployments to Google Agent Engine with GitLab
Follow this step-by-step guide to build an AI agent with Google's Agent Development Kit and deploy to Agent Engine using GitLab.
Product
New GitLab metrics and registry features help reduce CI/CD bottlenecks
See how CI/CD Job Performance Metrics and Container Virtual Registry, currently in beta, help platform teams quickly spot slow jobs and simplify multi-registry container pulls.
Product
GitLab 18.7: Advancing AI automation, governance, and developer experience
GitLab 18.7 adds new automation, pipeline controls, and policy updates to help teams reduce manual work, simplify processes, and deliver safer releases.
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