Which Dynamo are you talking about? The Dynamo paper, or Dynamo, the AWS managed database product? Dynamo-the-product makes sense for all sorts of random tasks. Full-on implementations of Dynamo-the-paper (for instance: Cassandra) fall into the bucket of "understand the problem first" that the author is talking about.