A development team replaced Kafka with gRPC for synchronous service communication in their loan servicing platform after experiencing issues with debugging, latency, and operational complexity. While keeping Kafka for appropriate use cases like audit logs and fan-out patterns, they found gRPC provided better performance (70-80%
Table of contents
Why We Replaced Kafka with gRPC for Service CommunicationHow We Ended Up Over-Kafka’dReal Example: Where Kafka Made Things Shit…The Moment of ClarityExploring gRPCWhat We Replaced (and What We Didn’t)Moved to gRPC:Kept Kafka for:Operational Benefits of Switching to gRPCWhat We LearnedFinal Words7 Comments
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