As a codebase grows, a monolithic app often evolves into a Service Oriented Architecture (SOA). A universal pain point for SOA is service discovery and configuration. In many cases, this leads to organizations building home grown solutions. It is an undisputed fact that distributed systems are hard; building one is error-prone and time-consuming. Most systems cut corners by introducing single points of failure such as a single Redis or RDBMS to maintain cluster state. These solutions may work in the short term, but they are rarely fault tolerant or scalable. Besides these limitations, they require time and resources to build and maintain.