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Shift Left Meets Kafka: Testing Event-Driven Microservices

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2024-10-31 18:30:03

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In modern distributed systems, asynchronous communication patterns have become increasingly prevalent. While there are many message queue systems available today — from Apache Kafka to RabbitMQ, or cloud services like Google Pub/Sub and AWS SQS — we’ll focus on Apache Kafka as a concrete example. However, the patterns and challenges we’ll discuss are applicable across different message queue implementations.

Message queues form the backbone of many microservices architectures, implementing various patterns to handle different use cases. In a many-to-one pattern, multiple producers send messages to a single consumer, which is common in data aggregation scenarios.

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