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You can pass parameters to your "cdk deploy" command, see documentation https://docs.aws.amazon.com/cdk/latest/guide/parameters.html

Using this, you can set environment parameters to your CodeBuild projects for each final environment. I your case DATABASE_URL
And then deploy your stack cdk deploy [...] --parameters databaseUrl=$DATABASE_URL

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