This article compares traditional pipeline compilers with modern query-based compilers, highlighting how the latter improves interactivity by structuring operations around queries. It explains how inputs and caching mechanisms enhance performance without unnecessary processing. The differences between query-based systems and signals in UI programming are also discussed.