As data pipelines become increasingly interconnected, managing complexity and ensuring reliability are crucial challenges faced by teams orchestrating vast numbers of workflows. Prefect introduces a suite of features aimed at enhancing observability, debugging, and scalability, thus transforming how teams monitor and manage data systems. Enhanced Operational Dashboards allow for proactive system management by grouping workflow analytics, while Resources and Run Tracing provide tools for mapping data ecosystems and gaining visibility into workflow dependencies. Deployment Concurrency offers precise control over workflow execution, enabling teams to manage resource contention effectively. These features, available to Prefect Cloud users, are designed to help organizations build resilient and efficient data platforms, and Prefect continues to develop additional enhancements such as OpenTelemetry integration and improved security controls.