Continuous Aggregate Refresh, Demystified: Invalidation, Lookback, and Late-Arriving Data

Originally published on August 14, 2026. Written by Damaso Sanoja. Yesterday the shift dashboard reported 41,900 units across an eight-hour window. Today the same query over the same eight hours repor