Sharing a project between multiple users

We have an application server that multiple users log into and all work on the same project with their own instance of PyCharm.
While not optimal, its the only option in this scenario. What facilities can we utilize to prevent issues? Is there a better approach understanding that we all must be logged on locally to this application server and can not push/pull work locally.

Does PyCharm support configuring a unique name/location for the .idea directory?

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