This paper reflects on the recent, rapid rise in the use of “people-centered justice” language in global policy and international cooperation contexts. People-centered justice has provided a valuable common language to achieve policy buy-in and structure discussions on achieving justice for all, and breakfree from path dependencies of earlier rule of law assistance, and donor support long dominated by top-down support to courts and formal institutions of the justice system. However, recent uses of people-centered justice—without additional clarity—gloss over crucial differences in how justice challenges are framed, which could risk undermining some of its initial progress, or repeating past challenges encountered with rule of law support. Experiences of the OECD, USAID and in the United Nations systems provide contrasting examples of charting new paths, or clinging to well-worn path dependencies. We conclude with several reflections to overcome concerns with current uses.