On: Serverless WSGI with AWS Lambda and API Gateway

I think another question is more important -- is it easy to convert an existing app to a Zappa app? Programmatically, that is.

It looks like any WSGI-compatible app would work. Note that your code itself would need to work within Lambda constraints (http://docs.aws.amazon.com/lambda/latest/dg/limits.html).