The version 1.2.0-beta.0 of Kubernetes included improvements to scalability with more nodes and pods per node. It stabilized and added features from version 1.1, including the Horizontal Pod Autoscaling, Ingress, Job, DaemonSet, Deployment, ConfigMap, and Secret APIs. It also made it easier to generate resources like namespaces and secrets.