Bacterial infectious diseases persistently pose severe threats to human health, development of livestock and aquaculture industries, and ecological stability. The extensive use of conventional antibiotics has led to increasingly critical issues of bacterial resistance, making the development of novel and effective strategies for preventing and treating bacterial infections an urgent priority. Bdellovibrio bacteriovorus, as a genus of parasitic bacteria that prey on other bacteria, exhibits lytic activity against various pathogenic species and demonstrates potential for combating bacterial infections. However, the direct application of B. bacteriovorus suspensions or powders faces challenges including rapid clearance, susceptibility to immune system elimination, difficulty in maintaining their vitality, and poor user compliance. Recent advancements in engineered B. bacteriovorus technology have created new opportunities for more precise and efficient utilization of these predators in infection control. This paper reviews recent advances in engineered B. bacteriovorus for bacterial infection control, with particular emphasis on engineering strategies based on formulation design, surface modification, and genetic editing, along with their therapeutic applications. The review aims to provide valuable insights for advancing research on engineered B. bacteriovorus technologies.