This article tackles the concerns assessment is facing in online learning and considers the limitations of the classic assessment models should be overcome by a new paradigm for assessment design in online learning. Considerations and recommendations on designing alternatives approaches are given, pointing out the eportolio as one of the most feasible ones. (Abstract by authors)