How to use GitLab with GKE Autopilot

GKE Autopilot, a managed Kubernetes service by Google Cloud, addresses the challenge of appropriate node sizing by automatically provisioning nodes based on workload requirements, eliminating the need for manual management. This service facilitates seamless integration with GitLab, allowing users to install GitLab and GitLab Runners on GKE Autopilot clusters using official Helm Charts, while leveraging Google Cloud Workload Identity for resource access. Despite its advantages, GKE Autopilot is less configurable than GKE Standard, lacking support for certain node-level features and administrative access. It is designed to streamline operations by implementing Google Cloud's best practices, enabling users to focus on application delivery and scaling without operational concerns. However, there are limitations, such as the inability to use Docker in Docker or privileged pods, and restrictions on certain configurations like node selectors and cert-manager installations.

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