This presentation introduces an open-source Geospatial Observation Stack using OpenTelemetry, Prometheus, Grafana, and Loki. We demonstrate how end-to-end tracing and SLOs reduce MTTD and MTTR in cloud-native architectures, enabling developers to pinpoint bottlenecks across complex spatial data pipelines and move toward predictive maintenance.