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Welcome to the overview of OpenMetadata version 1.12! This comprehensive walkthrough covers the most impactful governance and data quality enhancements in this release, showing how scalable test management, bulk metadata operations, and lineage-level propagation can work together to deliver consistent, trustworthy data at enterprise scale. 00:00 AI SDK 01:03 Data Quality Test Library 05:27 Column Bulk Operations What You'll Learn: In this complete walkthrough, discover how OpenMetadata v1.12 transforms metadata governance and data quality from manual, one-at-a-time tasks into scalable, self-service workflows: Custom Data Quality at Scale: Build reusable test definitions using dynamic SQL variables that resolve at runtime, making custom quality rules accessible to business users across your entire infrastructure without engineering bottlenecks Metadata Consistency Across Systems: Identify every unique column across your data infrastructure, surface inconsistencies and gaps, and apply unified descriptions, classifications, tags, and glossary terms in a single bulk action Lineage-Aware Propagation: Push metadata changes through your pipelines with lineage-level propagation, so governance follows your data as it transforms and moves downstream Features Covered: ✅ Data Quality Test Library -- Reusable custom SQL test definitions with dynamic variables, service and data type scoping, and quality dimension association ✅ Column Bulk Operations -- Infrastructure-wide column visibility, inconsistency and completeness filtering, and single-action bulk metadata updates with lineage propagation Whether you're a data engineer building quality frameworks, a governance professional managing metadata consistency across dozens of systems, or a platform team enabling self-service analytics and AI-ready data, v1.12 delivers the controls your team needs to govern smarter and move faster. Ready to transform your data management? Learn more about OpenMetadata: https://open-metadata.org/ Try the OpenMetadata Sandbox: https://sandbox.open-metadata.org/ #DataGovernance #OpenMetadata #DataQuality #MetadataManagement #DataCatalog #DataEngineering #DataOps #ModernDataStack #DataLineage #DataReliability