🎯 Research Motivation
While many AI-powered coding assistants (e.g., GitHub Copilot, ChatGPT Code Interpreter) improve coding productivity, they are not optimized for pedagogical impact. CS students need not just code completion but understanding, feedback, and guidance that nurtures problem-solving and conceptual mastery.
Your research could bridge this gap by designing an AI IDE extension that acts as a mentor, dynamically adapting its feedback to the learner’s skill level, learning style, and progress.