Is there any short phrase or sentence available to tell that someone was always hiding one's mistakes

Solution 1:

cover for someone/something

— phrasal verb with cover US ​
/ˈkʌv·ər/ verb
​to provide an excuse for someone, or an explanation for something that has gone wrong:
She would cover for her brothers when they came in late.