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We are in a slightly different boat in that we are entirely lambda based - no ec2. But we had a similar experience in that we tried codebuild / codepipeline / codedeploy combination(s) but found it a bit opaque and it didn't meet our needs. We ended up going with a very simple layering over the CloudFormation apis via the aws python sdk.