GitLab Runner on Kubernetes: Job Pod Node Imbalance and I/O Wait Overload

Problem Statement In a Kubernetes cluster running GitLab Runner with multiple builder replicas, all CI/CD job pods are scheduled onto a single node, causing severe I/O wait and degraded build performa