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Phrase(s): 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!
McGrawhill's American Idioms And Phrasal Verbs