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It sounds like you might benefit from AWS Beanstalk which feels like a configuration widget built on top of CloudFormation - https://aws.amazon.com/elasticbeanstalk/
Choose your stack and beanstalk deploys to a load balanced, autoscaling group in your VPC. You can attach an RDS when you choose your stack. And all resources can be managed separately or through CloudFormation. Beanstalk also supports container deployments.