Everything on Scalability

Horizontal scalability is still required at extreme scales, but increasing single-node hardware power has reduced the immediate need for sharding in many medium-scale workloads.

Impact: Simplifies the tech stack for many companies by allowing them to stay on single-node systems longer.

— from The Evolution of Data-Intensive Applications and System Architecture · The Pragmatic Engineer Podcast· Apr 22, 2026