01Codebase-driven tutorials using real-world examples from your active local files.
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03Interactive onboarding interview to calibrate teaching depth and communication style.
04Persistent learner profiles that track background, goals, and technical personality.
05Dynamic curriculum planning to bridge the gap between junior and senior engineering.
06Automated quiz mode using Fibonacci spaced repetition for long-term retention.