Real-time single-molecule observation provides insights into transient intermediates that are normally inaccessible using ensemble measurements. This Review discusses the use of nanopores as both single-molecule nanoreactors and single-molecule sensors for elucidating reaction pathways and kinetics, while highlighting their potential to control covalent reactions under confinement.