Think of it like this, apps you purchase or install as free apps are associated with the Gmail account you use at Play Store. As long as you setup that Gmail account on your second device the apps will be available. Note you can setup multiple Gmail accounts on your devices for Play Store and then turn off mail and calendar synchronization for the account that you do not want displayed on a particular device.
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