When will you start buying things for baby??

Aly
Hi all, just looking for your advise since I'm a first time mum. When would you advise to start buying things for baby? I'm going to leave the big things like buggy, cot etc until after xmas, but is it too soon now to start picking up the odd baby grow or nappies wipes etc? Keen to know your thoughts xxxÂ