You can deselect the option to "Reopen windows when logging back in" from the logout verification dialog. You can deselect the option to "Close windows when quitting an application" from General preferences. Also from General preferences, you can select the option to "Ask to keep changes when closing documents," which turns off the Auto Save feature.
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