Our example ends here. But if I were to carry this further I would move on to verifying architectural drivers that were selected upfront (high availability, resilience, security, etc). For instance, do I need to run the application (service) on many instances (pods)? If so, would the design allow for that? How about ensuring that the alarm goes off only once? All of these could be requirements (NFRs/architectural characteristics) that the design must support.
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Notice how we never remove deleted keys from the map. This is one drawback to CRDTs — we can only ever add information, not remove it. Although from the application’s perspective the key has been fully deleted, the underlying state still records that the key was once there. In technical terms, we say that CRDTs are monotonically increasing data structures.9
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