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CodeBuild has been going through some changes. Up until November you couldn’t launch the build agents inside of a VPC. It’s still tricky to get it working. The easiest (but least secure) way to get it running is using the non-VPC configuration. We have reserved RDS instances that are public facing and restricted to the CodeBuild Network range that allow us to run our tests.