Nature Nanotechnology, Published online: 08 September 2026; doi:10.1038/s41565-026-02275-1Structured light–matter interaction at the single-photon level is demonstrated in a coupled quantum-dot–micropillar system, enabling cavity-enhanced single-photon emission with spin-locked orbital angular momentum and tunable spin–orbit entanglement.