Cloud Native GitLab Runners on Kubernetes: Autoscaling and Observability

In this chapter, we are going to turn a basic GitLab Runner setup into something you can actually operate with confidence. Running CI jobs on Kubernetes is easy to start, but it only becomes useful at scale when you can observe what is happening and react to load without babysitting the system.