Article: The Schema Proliferation Problem in Kafka and Flink Pipelines: How to Solve It
25 May 2026 at 21:00
Schema proliferation builds slowly and gets expensive fast. One schema per event type feels right until there are ten tables, union queries spanning all of them, and a single field rename touching every schema. Discriminator-based schema consolidation collapses that to two tables, turning multi-table unions into a single query, while new variants are additive and don't break existing consumers.
By Spoorthi Basu