Inside our new query engine

Dashboards that load twice as fast did not come from a single clever trick. They came from removing work: fewer round trips, smarter caching and queries that do less.

Cache what does not change

Most dashboard tiles ask the same questions repeatedly. By caching intermediate results and invalidating them precisely, we cut median load time in half.

The result is a faster product and a simpler system to reason about.