Diverse cytochrome P450s (CYPs) in nature can modify terpenoid scaffolds toward products with higher structural complexity and chemical diversity, but their discovery remains challenging. Now, an Escherichia coli -based gene screening platform enables high-throughput bacterial CYP screening, leading to efficient and diverse terpenoid biosynthesis.