Migrating GitLab Runners from EKS Fargate to EKS Auto Mode: A 40% Cost Reduction Journey

The Problem: Fargate Costs Were Adding Up For over a year, we ran our GitLab Runners on Amazon EKS with AWS Fargate. The serverless approach was appealing—no nodes to manage, automatic scaling, and a