feat: database-first refactor, unified architecture and visual developer manual
Summary of changes: - Consolidated Studio+CMS and Experience+LMS into unified services. - Moved core business logic (enrollment, grading, auth) to PostgreSQL functions. - Implemented advanced auditing via DB triggers and session context. - Added gamification (XP/Levels/Leaderboards) and logic encapsulation. - Updated installation/diagnostic scripts for the new architecture. - Created a comprehensive Visual Developer Manual in README.md with hardware scaling.
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**Platform Maturity**: Core functionality is production-ready. Advanced features like AI integration are under active development.
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**Recent Milestones**:
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- ✅ **Gamification System**: XP, Levels, and Leaderboards integrated into the student experience.
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- ✅ **Organization Branding**: Full customization of logos and brand colors across both portals.
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- ✅ **Multi-Tenancy**: Full support for multiple organizations, from the database to the frontend.
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- ✅ **Holistic Grading System**: Weighted categories, attempt tracking, and dynamic passing thresholds.
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- ✅ **Analytics Dashboards**: Performance insights for both instructors and students.
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- ✅ **Full Content Editor**: Robust activity builder with multiple interactive block types.
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**Next Priorities**:
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1. **AI Integration**: Implement real-time video transcription.
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2. **Gamification**: Expand the badges and achievement system.
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3. **Advanced Analytics**: Develop cohort analysis and retention metrics.
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1. **AI Integration**: Implement real-time video transcription (external and local provider).
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2. **Advanced Analytics**: Develop cohort analysis and retention metrics.
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3. **Enterprise Ecosystem**: SSO (Single Sign-On) and Webhooks.
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