"Oh my God, we have such a crazy sibling dynamic," she tells PEOPLE of her relationship with Oliver, 48. "We have a whole podcast about it!" She also reveals that her older brother is "still mad ...

You Make Daddy Soooooooo Proud!" The family has also settled into life with a baby as Oliver has really taken to his role as a big brother to his little sister, Valley, who was born in January.