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I had the same problem and found the following long answer in this forum: https://forums.aws.amazon.com/thread.jspa?messageID=508239񼅏
What solved it for me was that you need to subscribe the SQS to the SNS topic from the SQS console
You select the SQS and in the top drop-down "Queue Action" select "Subscribe Queue to SNS topic". For some reason, this makes teh SQS starts to receive notifications, while doing teh subscription from the SNS side does not work.
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This is still valid today. AWS should look into why this happens. I created a new sns/sqs and it stopped working until I did what you mentioned. thanks
Using Springboot 3 and AWS sdk 4.0