Abstract: The increasing demand for programming education and growing class sizes require immediate and personalized feedback. However, integrating Large Language Models (LLMs) like ChatGPT in ...

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Abstract: Debugging is a critical yet challenging skill for novice programmers. This literature review examines how Al-assisted debugging influences the complexity and readability of student-written ...

Introduction: Multi-model collaboration avoids model bias, cognitive blind spots, and context limits. Unlike MCP or API-based approaches, ccb gives you a WYSIWYG split-pane terminal where every ...

VS Code 1.112 shipped March 18 with expanded Copilot agent autonomy controls. A new Autopilot permission level lets Copilot CLI run tasks without user approval dialogs. MCP server sandboxing restricts ...