Dynatrace enhances observability for Kubernetes environments by integrating Prometheus metrics, a prominent tool in the space, into its platform, leveraging AI-driven analytics for more efficient monitoring and alerting. By utilizing Kubernetes pod annotations, users can easily import Prometheus metrics into Dynatrace, enriching them with topology information and enabling advanced analytics and visualization. This integration allows for automatic adaptive baselining, reducing the need for manual threshold adjustments and improving the relevance of alerts. Users can chart and create dashboards for Prometheus metrics, applying management zone filtering for tailored visibility. Dynatrace's approach facilitates a seamless experience in managing enterprise-scale metrics, addressing challenges in maintaining Prometheus infrastructure and integrating metrics with other observability pillars like microservices traces. The platform continues to evolve, with plans for enhanced support, including scraping metrics from Kubernetes service endpoints and supporting various Kubernetes components. Dynatrace offers a 15-day free trial, allowing users to explore its capabilities without financial commitment.