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When running on AWS I used SQS Super cheap and lots of logging Used a queue per service so one thing didn't hold up another and with vapour , workers would devour the jobs

Do you just use CloudWatch to monitor the queues, or something else?

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Yes - cloudwatch has lots of nice charts to see how many jobs are being added and processed so it can be quick to spot if your jobs aren't being processed.