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I have referenced the CIDR instead of a security group and it worked.
answered a month ago
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Your applications are running on EKS Nodes. Make sure RDS Security Group allows incoming traffic from EKS Nodes (IPs or SG IDs)
If you have more advanced configurations, as Security Group for Pods, allow RDS incoming traffic from Pod's SG https://docs.aws.amazon.com/eks/latest/userguide/security-groups-for-pods.html
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I have allowed incoming traffic from EKS using the SG ID. I'm not sure about the sg for pods tho, I have created the cluster using a basic Terraform setup Does it matter who is the requester and who is the accepter?