We initially focused on the well-characterized regulatory protein AraC. Using fluorescence-activated cell sorting, libraries of >108 AraC variants are rapidly screened for desired regulatory properties in the presence and absence of selected small molecules. This strategy led to the isolation of AraC variants that selectively report in vivo concentrations of the metabolites mevalonate and triacetic acid lactone (TAL). These reporters were subsequently used to screen for improved production of mevalonate and TAL by E. coli clones expressing mutants of the respective heterologous biosynthesis pathways. The range of molecules accessible by variants of the AraC ligand binding pocket is now being explored. Other regulatory protein platforms are also being developed to further broaden our molecular reporting repertoire. For example the regulators TetR and ActR serve as platforms for detecting natural and “unnatural” products such as antibiotics. We aim to better understand which residue positions are most effective for altering ligand binding, resulting in a streamlined design process with optimized protein libraries.