Blog/System Design
System Design

Consistent Hashing in Practice

Why modulo hashing silently nukes your cache every time you scale, and how consistent hashing solves the rebalancing problem that takes down databases.

Akhil Sharma

Akhil Sharma

April 3, 2026

12 min read
Consistent HashingDistributed SystemsCachingLoad Balancing

become an engineering leader