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Architecture Patterns

The Trouble with Distributed Systems

Distributed systems are fundamentally unreliable - networks lose packets, clocks drift, processes pause - and building correct systems means designing around these harsh realities.

CAP TheoremConsistency (Strong, Eventual)AvailabilityPartition ToleranceDistributed Consensus (Paxos, Raft)Horizontal ScalingFault ToleranceMicroservicesMessage Queues (Kafka, RabbitMQ)Distributed Tracing (Jaeger, Zipkin)

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The Trouble with Distributed Systems diagram

The Trouble with Distributed Systems - System Design Diagram

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