The midfielder, who is currently on international duty with Podolski for Germany, signed for the Gunners from Real Madrid yesterday for a club-record £42.5m fee.
Podolski wrote on Instagram: "AHA! Welcome as a new Gunner bro! So happy that Mesut is joining AFC and we can play together in the club, too. Come on Arsenal."