Grafana Cloud has introduced several new features in its Application Observability tool to enhance anomaly detection and root cause analysis, addressing customer needs for better understanding and contextualized analytics of observability data. The tool, which supports OpenTelemetry and Prometheus, offers developers and SREs the ability to unify application and infrastructure insights. Key features include time frame comparison to identify anomalies over different periods, automatic baselining to account for seasonal variations, and tools like group-by and filter-by to narrow down problem dimensions based on specific attributes. Additionally, in-context navigation with Grafana data links allows users to quickly transition from metrics to traces and logs, streamlining root cause analysis. Despite a growing emphasis on application observability, only 41% of organizations are actively incorporating it, though 53% consider it more relevant than the previous year. Grafana Cloud offers a free tier for those interested in exploring these capabilities.