Drawing on models developed by network scientists, Gianluca Manzo and Arnout van de Rijt suggest that targeted testing of highly connected individuals can dramatically improve containment in a population coming out of lockdown and help preventing a second wave. Concrete procedures could be acquaintance sampling and employment-based targeting.