I remember having a conversation with our AWS rep about 2 years ago during our quarterly feature request meeting. I remember asking for DynamoDB autoscaling and burst capacity; pretty happy they finally delivered.

Since then we've pretty much cut our DynamoDB bill in half and had a drastic reduction in throttled responses.