Refactor Your Tracking Design Without Stalling Product Sprints
Legacy event tracking quickly devolves into cryptic, duplicated data that skews insights. This guide outlines four concrete strategies—greenfield rebuild, incremental migration, feature flagging, and hybrid layering—to restructure schemas, naming, and monitoring while working within sprint constraints. Implementing the right approach restores data reliability without halting product development.