Nature Nanotechnology, Published online: 21 July 2026; doi:10.1038/s41565-026-02230-0 By spatially and energetically aligning redox centres, metabolite-responsive nanohybrids quantify dynamic bioenergetic signatures of extracellular vesicles and map metabolic changes in the tumour microenvironment.