Enterprise RAG architecture that trusts its own data requires governance at the retrieval layer.
The FOCUS 1. 3 specification and native warehouse cost views make real-time cost attribution practical.
DuckDB 1.4 LTS and Polars streaming engine now both support reading and writing Apache Iceberg tables. Learn how to use them for lakehouse analytics in 2025.
dbt Fusion entered public beta in May 2025 with a Rust-powered runtime that changes how analytics engineers develop, validate, and deploy SQL models.
