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Fix assessment evaluation system: Replace placeholder scores with real AI evaluation
- Enhanced certification API to use actual Gemini AI evaluation instead of placeholders - Added proper pass/fail logic with 60% threshold (scores below 60% now fail) - Updated Results component with conditional UI for passed vs failed assessments - Implemented retake functionality for failed assessments - Added comprehensive AI evaluation prompt with actual assessment questions - Enhanced scoring criteria: Beginner (60-75%), Intermediate (76-85%), Advanced (86-100%) - Added detailed feedback system to help students improve - Updated session status tracking for assessment failures - Modified CertificationFlowManager to handle assessment state and retakes - Added extensive debugging throughout the evaluation process - Created comprehensive test cases for assessment evaluation - Fixed all placeholder values (85 marks, A grade) with real evaluation results Assessment now properly evaluates student understanding and only allows progression to final project after demonstrating genuine compe…abd2f2e
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🚀 Major Platform Revamp: Premium Learning Paths + Enhanced Certification Flow + Homepage Transformation
✨ NEW FEATURES: - Premium Learning Paths with structured multi-step courses, badges, and mentorship - Enhanced AI-powered certification flow with real project generation - Completely revamped homepage showcasing new capabilities - Course session persistence system for seamless learning experience - Certification-focused navigation (removed chat-based UI) 🎨 HOMEPAGE TRANSFORMATION: - Modern hero section with dual CTAs (Quick Certs vs Premium Paths) - Premium Learning Paths showcase with 6 comprehensive tracks - Enhanced Quick Certifications section (2-5 hour completions) - Updated features highlighting AI-powered + industry recognition - Professional gradient design with glassmorphism effects ⚡ TECHNICAL IMPROVEMENTS: - New certification API with AI project generation - Premium topic detection system - Course session persistence with auto-resume - Sidebar restructured for certification-focused experience - Dashboard transformed from chat-based to certification-centric 🔧 SYSTEM ENHA…e64b891