Two Millennia of Compute Later

Prefect has introduced several new features to enhance user experience and efficiency for teams managing large-scale dbt projects. Infrastructure Debugging allows users to troubleshoot Kubernetes and ECS failures directly in the Prefect UI, while Managed Automations automate the cleanup of runs stuck in "Running" or "Cancelling" states. Config Plugins enable organizations to ship Prefect settings as a pip-installable library, simplifying the setup process for new users. Rate Limit Controls provide a simplified dashboard to monitor usage and prevent exceeding quotas. The CLI has been optimized for faster startup performance, improving efficiency for developers and AI agents. Default Result Storage allows users to set S3 or GCS buckets at the account level, ensuring consistent storage configurations across workspaces. The Assets Explorer offers a searchable catalog for materialization history and impact analysis, while Cross-Team Assets facilitate workflow connectivity across different workspaces without sharing direct access. Workspace Personalization features, such as pinning preferred resources and filtering tables, enhance navigation and user interaction within shared workspaces.