Freshies are the new posts on a site such as tumblr.com
When you're scrolling and getting bored of posts and look up and see there are new posts, those are "freshies". Freshies are the best because it's like an iOS update... you never know what's in store!
My dashboard was getting lame and then I looked up and saw there were freshies! I love me some freshies!