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Researchers have achieved unprecedented success in modifying a microbe to efficiently produce a compound of interest using a computational model and CRISPR-based gene editing. Their approach could dramatically speed up the research and development phase for new biomanufacturing processes, getting advanced bio-based products, such as sustainable fuels and plastic alternatives, on the shelves faster.