Introducing new features
A prerequisite for being able to incrementally add new features to an OpenStack deployment is to have a set of test environments available to advance the features through. Cloud engineering teams should have a private environment where they can develop and test new features and another environment where end users can test features before they are rolled out to production cloud environments. Having multiple environments also allows new functionality to bake in, which allows cloud operators the ability to see what the logging, performance, and other impacts of a new feature will be. Instrumentation can also be developed and tested in the lower environments.
New features or capabilities should be introduced incrementally ...
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