The Blue Lock coaches play a crucial role in the players' development by providing expert guidance, tactical instructions, and personalized training sessions. They help the players improve their skills, develop their game intelligence, and enhance their overall performance on the field. Additionally, the coaches offer mentorship and support to help the players reach their full potential and succeed in the high-pressure environment of the Blue Lock competition.