While you can't hook up the Bamboo Server to your VPN, you can hook up your agents. The feature you're looking for is called VPC, have a look at AWS documentation of that. The setup from Bamboo side is very simple nowadays, you just choose the subnet in Image Configuration.
Set up the VPC, run a few tries manually from your dev server and you'll be all set
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