Virtual machines are still the most common way to build and deploy applications via CI/CD. This session explores a new approach: KEDA, a cloud-native autoscaler that will drive the on-demand scaling of containerized build agents running on Azure Container Apps. By leveraging both technologies, we can build highly scalable, cost-efficient and sustainable CI/CD pipelines.