Abstract Bacterial metabolites are essential for biological processes, influencing human health, ecosystems, and industrial applications. Simultaneous real-time monitoring of these metabolites is critical in understanding microbial dynamics, particularly in bioreactors and food or drug manufacturing. Current approaches often rely on offline methods, which are labor-intensive and susceptible to contamination, or genetic engineering techniques limited to single-analyte monitoring.