This Forum Insight summarises the background and preliminary findings from the research undertaken by Geraldine O’Neill of UCD Teaching & Learning as part of her National Forum Teaching and Learning Research Fellowship, concluded in December 2021.
This OER guides students through human-in-the-loop software development, demonstrating how AI tools can be effectively supervised, refined, and integrated across the Software Lifecycle. Designed for computing educators and learners, it combines agile practice, teamwork, DISC awareness, testing, and critical reflection on human–AI collaboration.





