Antibacterial coatings that eliminate initial bacterial attachment and prevent subsequent biofilm formation are essential in a number of applications, especially implanted medical devices. Although various approaches, including bacteria‐repelling and bacteria‐killing mechanisms, have been developed, none of them have been entirely successful due to their inherent drawbacks. In recent years, antibacterial coatings that are responsive to the bacterial microenvironment, that possess two or more killing mechanisms, or that have triggered‐cleaning capability have emerged as promising solutions for bacterial infection and contamination problems. This review focuses on recent progress on three types of such responsive and synergistic antibacterial coatings, including i) self‐defensive antibacterial coatings, which can “turn on” biocidal activity in response to a bacteria‐containing microenvironment; ii) synergistic antibacterial coatings, which possess two or more killing mechanisms that interact synergistically to reinforce each other; and iii) smart “kill‐and‐release” antibacterial coatings, which can switch functionality between bacteria killing and bacteria releasing under a proper stimulus. The design principles and potential applications of these coatings are discussed and a brief perspective on remaining challenges and future research directions is presented. Responsive and synergistic antibacterial coatings that are responsive to the bacterial microenvironment, that possess two or more killing mechanisms that interact synergistically, or that have triggered‐cleaning capability have emerged as promising solutions for bacterial infection and contamination problems. The recent development of such coatings is summarized in this review.