Can't Connect to my rds instance through datagrip

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I am deploying an rds db instance with aws cdk

I've tried so many different things, like adding a security group which allows all incoming traffic to the sub-net my RDS instance lives on, set publicly accessible to true, checked my firewall settings etc. I've been able to connect to a simple RDS instance with DataGrip that I made through the console but for some reason deploying with AWS SDK I just can't connect.

Am I missing something here?

Connecting to RDS but it doesn't work

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