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- Updated pedagogical principles with refined engagement patterns: - Build → Use → Reflect (design & systems thinking) - Build → Use → Analyze (technical depth & debugging) - Build → Use → Optimize (systems iteration & performance) - Added pattern selection guide for module developers - Updated development workflow to choose pattern first - Created specific module assignments for each pattern - Enhanced quick reference with pattern-specific activities This evolution moves beyond passive 'understanding' to active, specific engagement that matches professional ML engineering skills.