This document discusses running your own Gitlab runner fleet. It begins with an overview of Gitlab and Gitlab runners. The main benefits of running your own fleet are availability, security, cost optimization, and customization. The document then covers estimating costs, designing an auto-scaling fleet architecture using Kubernetes and docker+machine, and establishing service level objectives and metrics to monitor fleet performance.