Hi all! I built this tool for data exploration on Snowflake tables without any need to run a warehouse.<p>Snowflake is very powerful at scale but for small data (< 100GB) I rather work locally and then deploy my models to Snowflake later on. Universql lets you keep using Snowflake clients with its proxy layer and executes the queries locally on DuckDB.<p>This tech only became possible with Iceberg as it keeps the data references in manifest files where you can intelligently cache the data locally, similar to Snowflake's warehouse cache.