This article details LinkedIn's transition from Zookeeper to a new scalable service discovery system designed to handle the demands of a growing number of microservices. The new system, which uses Kafka and a Service Discovery Observer, improves scalability, compatibility, and extensibility while supporting multiple programming languages.