As antibiotic resistance has risen as one of the major health concerns associated with infectious diseases due to the reduced efficacy of antibiotics, rapid and sensitive detection of antibiotic resistance genes is critical for more effective and faster treatment of infectious diseases. A class of programmable DNA-binding domains called transcriptional activator-like effectors (TALEs) provides a novel scaffold for designing versatile DNA-binding proteins due to their modularity and predictability. Here, we developed a simple, rapid, and sensitive system for detecting antibiotic resistance genes by exploring the potential of TALE proteins for the creation of a sequence-specific DNA diagnostic along with 2D-nanosheet graphene oxide (GO). TALEs were engineered to directly recognize the specific double-stranded (ds) DNA sequences present in the tetracycline resistance gene (tetM), avoiding the need for dsDNA denaturation and renaturation. We take advantage of the GO as an effective signal quencher to quantum dot (QD)-labeled TALEs for creating a turn-on strategy. QD-labeled TALEs are adsorbed on the GO surface, which will bring QDs in close proximity to GO. Due to the fluorescence quenching ability of GO, QDs are expected to be quenched by GO via fluorescence resonance energy transfer (FRET). QD-labeled TALE binding to the target dsDNA would lead to the conformational change, which would result in dissociation from the GO surface, thereby restoring the fluorescence signal. Our sensing system was able to detect low concentrations of dsDNA sequences in the tetM gene after only 10-minute incubation with the DNA, providing a limit of detection as low as 1 fM of Staphylococcus aureus genomic DNA. This study demonstrated that our approach of utilizing TALEs as a new diagnostic probe along with GO as a sensing platform can provide a highly sensitive and rapid method for direct detection of the antibiotic resistance gene without requiring DNA amplification or labeling.