In some collocations, "easy" behaves like an adverb.
(EX) Quick march! Turn left! Stand easy! (Stand in an easy posture!) (EX) Take it easy! (Make yourself easy!) (EX) Go easy! (Proceed with caution!) (EX) They let him off easy. (They let him with a light penalty.)