Permalinks and feeds

Hi,
I would like my feed to be accessible via the url
http://www.mysite.com/blog/feed

(I’ve seen other site has this setup).
How can I do that?
At the moment it’s accessibile using http://www.mysite.com/blog/index.php/feed