Nature Immunology, Published online: 18 June 2026; doi:10.1038/s41590-026-02546-y Regulatory T cells are responsible for suppressing inflammation, yet they fail to do so in rheumatoid arthritis. We show that signals in the local tissue environment can drive these cells into either protective or dysfunctional states.