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The Debugger > Processes > Switch to Stopped Processes preference may be what you're looking for, although there isn't an option to never switch even when there's no active debug process. If this is a result of code printing exceptions but continuing it may also help to set the Debugger > Exceptions > Report Exceptions preference to At Process Termination.
Please let us know if this doesn't help.