To get into deep water / To get into something over one's head
Literally 'to put on a shirt of eleven rods'. Describes unnecessarily involving yourself in a complicated situation or taking on more than you can handle.
He got in over his head by accepting that contract.
Don't get into deep water, that matter isn't yours.
—How did you end up involved in this? —I got in over my head without meaning to.