Running applications on SAP BTP Cloud Foundry is easy, but operating them efficiently requires good observability. One of the most popular approaches is exposing application metrics using Prometheus and visualizing them with tools such as Grafana. In this blog, we’ll build a simple Python application that exposes Prometheus metrics and deploy it to SAP Cloud Foundry using a manifest.yml .