Insights Manhattan software deployments: how we deploy Twitter’s large scale Twitter’s Manhattan distributed database is one of the primary data stores at Twitter, serving Tweets, Direct Messages, and advertisements, among other use cases. We want to share the challenges of handling Manhattan software deployments and our approach to solving them. The Manhattan service runs on clusters of thousands