A variety of insect pests, such as beet armyworms, tomato hornworms and cutworms, find pepper plants an irresistible snack. These pests lay their eggs on pepper plants, and both larvae and adults eat the foliage and fruit. Moderate damage stunts a plant's growth, and serious injury can kill it.