Deploying Robinhood, Dropbox's advanced in-house load balancing system leveraging PID controllers, has reduced hardware costs by 25% and improved infrastructure reliability by addressing imbalances and adapting to evolving workloads, while the integration of service discovery with Envoy's xDS protocol accommodates both Envoy and gRPC clients.










