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Would you defend the staff because you have all the details or would you simply follow instructions even when you know it's not the right call?
If boss has some concerns, he should hilight it directly. sometimes you are bond to act upon boss instructions. simply verbally communicate to your colleague and ask him/her that you are going to do this. he will understand.