The concept is great. Love the low friction of the free form input as well as the public/private dichotomy.

One minor bug I encountered: If I enter "I like #foo" and save it, it is filed under the tag #foo. If I then edit that item to be "I like #food" it stays filed under it's original tag, #foo, rather than being moved to #food.

Edit: edited to clarify bug description.