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If you need to scale up, ability to run the queue as its own server. This should present the same (or nearly the same) interface as the local mode, to make it easy to switch from one to the other.
Workers will be remote processes and communicate to the server over gRPC (maybe normal REST too?)
Use long polling or gRPC streaming here for workers that wait for pending jobs?
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