Saga Design Pattern in Microservices

Introduction As applications evolve from monolithic architectures to microservices, one of the biggest challenges developers face is maintaining data consistency across multiple services. In a monolithic application, a single database transaction ensures that all operations […]

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Idempotency, Outbox Pattern, Inbox Pattern in Microservices

Building microservices is relatively straightforward. Building reliable microservices is where the real challenge begins. Modern microservices rarely work in isolation. A single business operation often involves multiple services communicating through message brokers such as Kafka, […]

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