Ive just got my gti so I'm in the same boat.
My last car I done all the power gains etc first, this time am making sure the brakes are better but not spending a fortune this time so getting braided brake lines and some good brake fluid and some good brakes would be my choice.
Then maybe some suspension coilovers or eibach springs.