Get off case!

Get off someone's case!

 and Get off someone's back!
Fig. Inf. Leave someone alone!; Stop picking on someone! (Usually a command.) I'm tired of your criticism, Bill. Get off my case! Quit picking on her. Get off her back!
See also: get, off