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I suggest that each environment has it's own virtualenv, to keep things clean and stable as development moves on. For example eventually dev instance will have different dependencies than stage and prod, as it will run different (newer) version of the code.
So each instance should get its own virtual environment, completely independent from each other.
Setup an development enviroment on server. Automatically pulls from github master repo and deploys code every 5 minutes.
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