Kristin Cavallari just dropped some sad and actually shocking news ... she and Jay Cutler are throwing in the towel on their decade-long relationship. Kristin just said, "With great sadness, after 10 years together we have come to a loving conclusion to get a divorce. We have nothing but love and respect for one another and are deeply grateful for the years shared, memories made, and the children we are so proud of."