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If I make a change to the lambda code, upload a new zip file into S3 with the new code (overwriting the old zip file), and then update my CloudFormation stack, CloudFormation will not detect that the code has changed, and thus will not deploy the new code.
A solution could be to use the aws cloudformation package command, which will give each version of the zip file a unique name in S3, and will produce a CloudFormation template file that refers to the objects in S3 by their unique name. Then a new version of the Lambda code will result in a change to the CloudFormation template so CloudFormation will update the Lambda correctly.