Classical shadows are a scalable way to extract meaningful information from a n-qubit system in a scalable and online fashion. Crucially, this method has the potential to overcome bottlenecks that plague more traditional general-purpose readout protocols. We will review the overall idea and then present numerical simulations (in silico) and experimental implementations (in vitro) of classical shadows on existing quantum hardware.