← Back to Portfolio CodeMas — AI Features
CodeMas AI Features
Single structured GPT-4o-mini calls · off the grading path · idempotent · instructor in the loop
Phase 1 of 5 — Exam Authoring
Exam Authoring
One structured GPT-4o-mini call drafts the exam; the instructor approves before anything is published — ~80% less authoring effort
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Instructor
👨‍💻
Student
⚙️
Exam Authoring
📊
Rubric Scoring
💡
Socratic Hint
📋
Summary & Weekly Rec
🔍
Pair Explanation
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GPT-4o-mini
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Database
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Instructor provides exam context: "Binary Search Trees, Python, Medium, 3 questions." The exam authoring feature builds a plan from it.
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