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If you have your RDS backup retention period set to a non-zero value, then change it to zero, all of your automatic snapshots get deleted...at least when deploying via CDK.
Easy to imagine that causing trouble!
AWS RDS 2022-04-21
• The dangers of restoring RDS instances from snapshots
• AWS RDS MySQL restore stalling
• Restoring a MySQL backup to AWS RDS without the automated post-restore snapshot
• Optimizing EC2-S3 transfer throughput / bandwidth utilization
• RDS Gotcha - Replication