A Contrarian View of the AWS Lambda + API Gateway based Web Apps

The poster child for AWS Lambda is a Web frontend hosted on S3 + Cloudfront, using Lambda + API Gateway and RDS/DynamoDB respectively as the backend. This is also called Serverless Web App. Of course this is cool and does have use cases. But then can you build all your web apps in this architecture? Probably not.
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