Hello,
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do I need to recompile the application with the 'new' Provisioning Profile?
Yes, If you do not use Free provisioning, you can open the Apple Developer Account management page, find the Provisioning Profile that is about to expire, Edit—>Generate, download the updated Provisioning Profile file, and repackage it.
Best Regards,
Leon Lu
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