project-based learning 2agentic coding tools 1assessment 1computing education 1design problems 1educational technology 1higher-order thinking 1human-agent collaboration 1instructional design 1large language models 1open-source project adoption 1pull request automation 1
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cs.CY2026
Adoption-Ready Project-Based Learning for Computing Education: The FORAP Framework and a Multi-Scale Project Portfolio
Ahmad D. Suleiman, Jan DeWaters, David C. Shepherd +4
The paper presents the FORAP framework for creating reusable, adaptable project‑based learning packages in computing education and reports on a portfolio of 14 such projects evalua…
cs.CY2026
LLM-Generated Design Problems for Assessing Higher-Order Thinking in Project-Based Learning
Ahmad D. Suleiman, Daqing Hou, Maliha Noushin Raida
The paper proposes using large language model‑generated design problems as concise, scenario‑based prompts to assess higher‑order thinking in project‑based learning, showing they c…