Dynatrace has integrated OpenTelemetry into its PurePath 4 technology, enhancing control over observability for developers by automating the process of capturing and analyzing distributed traces across application stacks without code changes. Despite this advancement, developers often struggle with manually configured observability components like SLIs, SLOs, dashboards, and alert rules, which can be time-consuming and inconsistent at scale. Dynatrace addresses these challenges by offering Monitoring-as-Code through its Monaco tool, which uses JSON and YAML configurations under a GitOps framework. This approach allows for automated deployment and management of monitoring setups across multiple environments, enhancing efficiency and consistency. By enabling self-service monitoring capabilities, organizations can reduce reliance on custom solutions and streamline processes, as demonstrated by entities like Zurich Insurance Company, which successfully reduced application onboarding times. Dynatrace’s Monaco tool is available as open-source software, and its integration into CI/CD pipelines supports the adoption of best practices in Autonomous Cloud Enablement, fostering faster and higher quality software releases.