This document discusses scaling challenges with large Kafka clusters and proposes a solution of using multiple, smaller Kafka clusters organized hierarchically. The key points are: 1) Large monolithic Kafka clusters have issues like slow operations and increased latency; 2) The solution is to create many smaller "immutable" Kafka clusters and connect them with a routing service; 3) This allows scaling producers and consumers across clusters rather than just brokers.