In a new paper in the Journal of Chemical Physics, Dan Gillespie, myself and Linda Petzold review theory and algorithms for well-mixed and spatial mesoscopic chemical kinetics. In an associated podcast, available in the journal’s Perspectives collection, we share some of our views on the grand challenges facing us as methods developers as the field moves forward.