SEERNet digital learning platforms (DLPs) are developing new infrastructure to support research in authentic contexts where student learning is happening. In order to contextualize this work within the larger field, we trace historical precedents along four main categories: data repositories, data collection services, research design interfaces, and research communities. By situating this innovative movement alongside its predecessors, we can identify the opportunities for SEERNet and others to progress and sustain the mission of making research more scalable, equitable, and rigorous.