When a database starts slowing down, the first thing experienced developers ask is not “Do we need more servers?” — it’s “Are the indexes right?”
Queries slow down, maintenance windows stretch, and simple operations like backups or deletes start to hurt.
Database sharding is one of the most powerful techniques for building highly scalable, high-performance systems.