Whether you have one or a million visitors accessing your web app, they are all going to demand a great user experience regardless of what it takes for you to deliver it. This invariably means quick page loads and fast response times every single time. In this talk we will show how core Linux tools have been used in OpenShift to deliver a kick-ass autoscaling platform. We will take a spatial web/mapping service and hit it with load and watch OpenShift just start adding new "servers" to handle the load. No proprietary solutions needed - it's all right there in Fedora 19 and you will love to see this in action.