Openshift: Cannot upgrade to Wordpress 3.9
After you run the upgrade from within the wordpress admin, restart your application, either using rhc app restart command, or click the restart button in the web console, then it will tell you that a database upgrade is required. Click the button and everything should be upgraded to wordpress 3.9.