Your continuous delivery pipeline typically consists of multiple environments. You may want to deploy changes first to a test or staging environment before deploying to a production environment. Furthermore, your production environment may itself comprise of multiple scale units, each of which you may deploy in parallel or one after the other for a gradual roll out.