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> Queues introduce entire other dimensions of complexity. Now you've got to monitor your queue size (and ideally autoscale when the queue backlog grows), and have a dead letter queue for messages that failed processing and monitor that.

Wouldn't you need similar mechanisms without a queue? It seems to me queues give more visibility and more hooks for autoscaling without adding additional instrumentation to the app itself.




The queue sits behind a service. If you don't do the work in the service, and do it in a queue instead, you've got more infrastructure to manage, monitor, and autoscale.




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