fly the coop

/F L AY1 DH AH0 K UW0 P/
verb
  1. 1

    To depart hastily or unannounced; to escape or flee.

  2. 2

    (of a bird) To escape from a pen or similar enclosure.

Source: https://en.wiktionary.org/wiki/fly%20the%20coop