Shared Twitter Application among Developers

Is it possible? Answer is, NO. There's no way you can add multiple developer accounts to an application. According to Twitter, "this is not supported at this time and only one user account can maintain an application record".

Also worth mentioning, it is possible to transfer application's ownership to another user account. Details here.