Wang, M. and Liang, Q. 2026. A Human-in-the-Loop Orchestration Protocol for AI Co-Teaching and Assessment in Engineering Capstone Courses. Trends and Reviews of Technological Engineering in Education. 2, 3 (Sep. 2026), 117–149. DOI:https://doi.org/10.63646/JSIE4302.