GitOps in Practice: How to Design a Scalable CI/CD Pipeline with GitLab and GKE

2026-06-24

A scalable GitLab and GKE CI/CD system depends on deliberate GitOps design choices, especially pull-based reconciliation, separated application and environment repositories, and promotion via merge requests rather than branches.