Letting the cat out of the bag is far easier than putting it back in – This is a true statement. It is very hard to put a cat in a bag, than to take him out of the bag.
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Letting the cat out of the bag or out of the box is a colloquialism meaning to reveal facts previously hidden. The facts were usually hidden from a specific target audience or theatrical audience.WikiPedia