With 2023’s Rolling Up the Welcome Mat, Kelsea Ballerini signaled the start of a new era. Then four studio albums into her career, the country singer-songwriter had long since proven herself, and took a chance on rawer, more personal material in the wake of her 2022 divorce. As this follow-up attests, that heightened vulnerability unlocked new creative depths for Ballerini. Her most sonically diverse release yet, PATTERNS is also the fullest embodiment of Ballerini’s capabilities. Ballerini co-produced the album alongside previous collaborator Alysa Vanderheym, a songwriter and producer who has worked with a bevy of Nashville artists, including Jelly Roll, Little Big Town, and The Cadillac Three. The record opens with its title track, a gauzy, pleading midtempo ballad that makes use of more traditional country instruments like mandolin and dobro alongside prominent synthesizers, for production that’s reminiscent of Kacey Musgraves’ Golden Hour. “Sorry Mom” is especially potent, with Ballerini confronting a laundry list of filial indiscretions—a “lack of stickin’ to the Bible,” an abandoned college degree—before acknowledging, “I turned out all right.” “Beg for Your Love” is gentle but confident, as Ballerini takes stock of what she deserves in a relationship, like “a kiss” or “a morning call.” Other highlights include the Noah Kahan collaboration “Cowboys Cry Too” and the moody and melodic “Deep.”