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• "Consistency without consensus in producti... Consistency Without Consensus: Distributed Systems and CRDTs In this presentation, Peter Bourgon explores distributed programming by contrasting traditional consensus-based systems with modern eventual consistency models. He traces the historical evolution of network communication from early remote procedure calls to the CAP theorem, which forced developers to choose between consistency and availability during partitions. Bourgon advocates for using Conflict-free Replicated Data Types (CRDTs), which provide a mathematical foundation for systems to converge on a correct state without the high latency of strong consensus. To illustrate these concepts, he details SoundCloud’s "Roshi" system, a custom, open-source solution built on Redis that handles high-volume social feeds through fan-in on read architecture. Ultimately, the source encourages engineers to embrace network invariants and choose tools that are provably eventually consistent to build more resilient production software. #distributedsystems #classic #strangeloop