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Message Queues — Kafka, RabbitMQ, SQS

Master async processing, queue patterns, and how to choose the right message queue for your workload.

15 min readarchitecture, system-design, message-queues, kafka, rabbitmq

A user uploads a video. Your application needs to transcode it into six different resolutions, generate a thumbnail, scan for content policy violations, update search indexes, and notify followers. If you do all of that synchronously in the request handler, the user stares at a spinner for two minutes.

Message queues decouple the "request received" moment from the "work completed" moment. They are the backbone of any system that processes work asynchronously, and understanding them is essential for building reliable, scalable architectures.

What Message Queues Solve

At their core, message queues solve three problems:

Temporal decoupling. The producer and consumer do not need to be running at the same time. The producer writes a message and moves on. The consumer processes it wh

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