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Unfortunately, and this is a bad look for AWS, Amplify still hasn't migrated to CDK v2, meaning they're still using the maintenance-only CDK v1, which is incredibly easy to break due to incompatible packages, and isn't getting any new features. Further, Amplify's implementation of CDK (I think it's the StackSynthesizer subclass) doesn't even support some of the most productive features of CDK like the ability to create a Lambda image from a Dockerfile. You have to define and push the image separately which misses the point of having the entire app defined within Amplify.