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The Everly Brothers were produced by Chet Atkins, a renowned guitarist and record producer. Atkins played an instrumental role in shaping the duo's signature sound, characterized by their close harmonies and intricate guitar arrangements. He produced several of their hit albums, including "The Everly Brothers" (1958) and "Songs Our Daddy Taught Us" (1958).