MotherDuck has released a beta version of pg_duckdb, an extension that integrates DuckDB's analytics engine into PostgreSQL, improving analytical query performance significantly. The extension allows users to execute complex analytical queries up to 1500x faster than native PostgreSQL, query data from Data Lakes and Lakehouses like AWS S3, work with columnar file formats such as Parquet and Iceberg, and scale analytics workloads using MotherDuck's cloud resources. Initial testing showed a query that took 81.8 seconds in native PostgreSQL was completed in 52 milliseconds with pg_duckdb, demonstrating a 1500x improvement. The development team is enhancing the extension with additional features, and users can access a pre-built Docker image or installation instructions from the project's GitHub repository.