SingleStoreDB Self-Managed 6 has been released, marking a significant milestone in the development of the SingleStore database platform. This release includes extensive improvements to extensibility, query performance, and online operations, enabling powerful custom processing through stored procedures, user-defined functions, and user-defined aggregates. The new version also features breakthroughs in query processing, including dictionary encoding and SIMD advancements, allowing for incredibly fast scans and interactive analysis on raw data. Additionally, SingleStoreDB Self-Managed 6 enhances online operations with more sophisticated monitoring and recovery, easier application development, and improved overall availability. The release includes built-in machine learning functions, real-time machine learning scoring, and the ability to enable machine learning directly in SQL through extensibility, making it well-suited for real-time data pipelines and other machine learning systems.