If your customer-facing dashboard feels slow, count the round trips.
In a 3-tier app the browser is a thin client, so each filter click travels to your server, on to the database, and back again before the chart updates.
DuckDB is an embedded analytical database. It runs inside
The data warehouse built for getting answers from your data. Works with AI agents and SQL. Built in collab with @ducklabs_com