Posts

All the articles I've posted.

• 14 MIN READ•May 24, 2026

  Why Semantic Layers Make Enterprise Text-to-SQL Safer

  Text-to-SQL accuracy jumps from 40% to 85-95% when grounded in a semantic layer. Learn how Dremio, Snowflake Cortex Analyst, and dbt Semantic Layer improve AI analytics reliability.

  Semantic Layer Text-To-SqlDremio Semantic LayerSnowflake Cortex Analyst
• 14 MIN READ•May 24, 2026

  Choosing Vector Stores for Retrieval Workloads

  pgvector, Milvus, Weaviate, and LanceDB each make different tradeoffs on index type, hybrid search, scale, and operational complexity. Learn which fits your retrieval workload.

  Vector Store Comparison Retrieval WorkloadsPgvector HnswMilvus Hybrid Search
• 24 MIN READ•May 23, 2026

  Single-Node Data Engineering: DuckDB, DataFusion, Polars, and LakeSail

  Optimize single-node data engineering with DuckDB, DataFusion, Polars, and LakeSail. Compare architectures and learn when to transition to Dremio MPP.

  DuckDBApache ArrowDataFusion