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Changelog

All notable changes to MentoLoop will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[Unreleased]

Critical Fixes

  • Payment Flow: Resolved race conditions in paymentAttemptId handling to ensure reliable transaction completion.
  • Type Safety: Hardened payments, students, and clinicalHours services with stricter type definitions and null checks.
  • Test Stability: Fixed flakiness in StudentDocumentsPage tests to ensure consistent CI/CD pass rates.

UI Alignment

  • Enforced semantic color tokens across billing dashboard components; removed legacy hex colors and gradients.
  • Added token-rich variants to Badge, Button, Alert, and Card primitives plus new DashboardCard helpers.
  • Updated landing features carousel and animated list to consume semantic gradients via BentoGridItem theme prop.
  • Aligned Clerk theme variables with project tokens.
  • Introduced ESLint/CI guardrails (check-semantic-colors) to block fixed Tailwind hues and hex values.
  • Added Playwright coverage (dashboard-theme.spec.ts) ensuring key routes render semantic tokens.

Hardening

  • Tests stabilized and QA prior to deploy
    • Unit/integration tests green; Playwright browsers installed
    • Messages page a11y/empty states verified; auto-selects first conversation
    • Component tests updated for new messages data shape; mocks aligned
    • Minor typing cleanup to reduce eslint warnings in admin finance

Payments/Stripe

  • Webhook signature verification with idempotent dedupe via webhookEvents
  • Consistent idempotency keys for customer/session/subscription writes
  • New internal insertPaymentRecord mutation; actions route writes through internal mutations

GPT‑5 Guardrails

  • /api/gpt5, /api/gpt5/documentation, /api/gpt5/function set Cache-Control: no-store
  • Sanitized logs to avoid PHI/PII; PHI validators preserved; per-user rate limits

Performance

  • Preceptors page keeps lazy background and skeleton states; no layout jank observed

Compliance/Security

  • Guarded student intake logs in production; reduced risk of PHI in server logs

0.9.8

  • Supabase cutover: enabled dual-write for intake/match attempts and refunds; validated and flipped reads to supabase via NEXT_PUBLIC_DATA_LAYER.
  • Added missing Supabase 0001 tables and reran 0002 backfill with convex_id lookup indexes.
  • Added unit tests for refund dual-write and confirm-session Supabase mode.
  • Deployment: set Supabase + Clerk env vars in Netlify and retried build.

0.9.7

  • UI polish and stability improvements.

🎉 Initial Public Release

MentoLoop - Healthcare Mentorship Platform

A comprehensive platform designed specifically for nursing education, connecting students with experienced preceptors through AI-powered matching and real-time communication.

✨ Core Features Added

🏥 Healthcare-Focused Platform

  • AI-Powered Matching: MentorFit™ algorithm with OpenAI/Gemini enhancement for optimal student-preceptor pairing
  • Student Management: Complete intake workflow with MentorFit assessment and rotation tracking
  • Preceptor Management: Credential verification, availability management, and student evaluation tools
  • Clinical Hours Tracking: Comprehensive logging, approval workflow, and progress analytics
  • Real-time Messaging: HIPAA-compliant communication with file attachments

🔐 Authentication & Security

  • Clerk Authentication: Complete user management with role-based access control
  • HIPAA Compliance: Healthcare data protection and privacy controls
  • FERPA Compliance: Student educational record privacy
  • Audit Logging: Comprehensive tracking of sensitive operations
  • Role-Based Access: Student, Preceptor, Admin, and Enterprise admin roles

💬 Communication Features

  • Real-time Messaging: Secure communication between students and preceptors
  • File Attachments: Document sharing with security controls
  • Email Automation: SendGrid integration for notifications and workflows
  • SMS Notifications: Twilio integration for important alerts
  • Automated Communications: Template-based messaging system

🤖 AI Integration

  • OpenAI GPT-4: Primary AI provider for matching algorithm enhancement
  • Google Gemini Pro: Alternative AI provider for redundancy
  • MentorFit Assessment: 10-question compatibility analysis
  • Intelligent Matching: Learning style and teaching style compatibility
  • Real-time Optimization: Continuous improvement of matching accuracy

📊 Analytics & Reporting

  • Progress Tracking: Student advancement and clinical hour completion
  • Performance Analytics: Matching success rates and user engagement
  • Survey System: Post-rotation feedback and quality improvement
  • Dashboard Insights: Real-time data visualization with Recharts
  • Compliance Reporting: Audit logs and regulatory compliance tracking

🏛️ Enterprise Features

  • Multi-School Management: Support for multiple educational institutions
  • Enterprise Administration: School-level user and program management
  • Bulk Operations: Mass student/preceptor import and management
  • Custom Branding: School-specific themes and configurations
  • Integration APIs: Future LMS and hospital system connectivity

🛠️ Technical Architecture

Frontend Stack

  • Next.js 15: Latest React framework with App Router and Server Components
  • TailwindCSS v4: Modern utility-first CSS with custom design system
  • TypeScript: Full type safety throughout the application
  • shadcn/ui: Modern, accessible component library
  • Radix UI: Accessible component primitives
  • Framer Motion: Smooth animations and micro-interactions

Backend & Database

  • Convex: Real-time database with serverless functions
  • Real-time Sync: Live updates across all connected clients
  • Serverless Functions: Scalable backend operations
  • Type-Safe APIs: End-to-end type safety with Convex
  • Automatic Scaling: Cloud-native architecture

Third-Party Integrations

  • Clerk: Authentication and user management
  • SendGrid: Email automation and templates
  • Twilio: SMS notifications and alerts
  • OpenAI: AI-enhanced matching capabilities
  • Google Gemini: Alternative AI provider
  • Stripe: Payment processing for enterprise features

Development & Testing

  • Vitest: Modern unit testing framework
  • Playwright: End-to-end testing for user workflows
  • Testing Library: Component testing utilities
  • TypeScript: Compile-time error checking
  • ESLint: Code quality and consistency
  • Turbopack: Fast development builds

📱 Platform Support

Web Application

  • Desktop Browsers: Chrome, Firefox, Safari, Edge
  • Mobile Browsers: iOS Safari, Android Chrome
  • Responsive Design: Mobile-first approach with PWA capabilities
  • Accessibility: WCAG 2.1 AA compliance
  • Performance: Optimized for healthcare environments

Future Mobile App

  • React Native: Planned native mobile applications
  • Offline Capability: Critical features available offline
  • Push Notifications: Real-time alerts and updates
  • Biometric Authentication: Enhanced security for mobile access

🔒 Security & Compliance

Healthcare Compliance

  • HIPAA Compliance: Protected Health Information safeguards
  • FERPA Compliance: Educational record privacy protection
  • Audit Logging: Comprehensive activity tracking
  • Data Encryption: End-to-end encryption for sensitive data
  • Access Controls: Role-based permissions and authentication

Security Measures

  • Input Validation: Protection against injection attacks
  • Rate Limiting: API abuse prevention
  • Session Management: Secure authentication tokens
  • Environment Security: Secrets management and configuration
  • Regular Security Audits: Automated and manual security testing

📋 Database Schema

Core Tables

  • Users: Clerk-synced user profiles and roles
  • Students: Student-specific data and preferences
  • Preceptors: Preceptor profiles and credentials
  • Matches: Student-preceptor relationships and status
  • Clinical Hours: Time tracking and approval workflow
  • Messages: Real-time communication history
  • Surveys: Feedback and evaluation system
  • Audit Logs: Compliance and security tracking

Enterprise Tables

  • Enterprises: Multi-school management
  • Payments: Subscription and billing tracking
  • Settings: System and school-specific configuration

🚀 Performance Optimizations

Frontend Performance

  • Code Splitting: Lazy loading of route components
  • Image Optimization: Next.js automatic image processing
  • Bundle Analysis: Size monitoring and optimization
  • Caching Strategies: Efficient data fetching and storage
  • Loading States: Smooth user experience during async operations

Backend Performance

  • Database Indexing: Optimized query performance
  • Real-time Sync: Efficient WebSocket connections
  • Function Caching: Convex query result optimization
  • Rate Limiting: Resource protection and fair usage

📖 Documentation

Developer Documentation

  • README.md: Comprehensive setup and usage guide
  • CONTRIBUTING.md: Development guidelines and processes
  • CODE_OF_CONDUCT.md: Community standards and behavior
  • API Documentation: Complete endpoint and function reference
  • Architecture Guide: System design and technical decisions

User Documentation

  • User Guides: Role-specific platform usage instructions
  • FAQ: Common questions and troubleshooting
  • Video Tutorials: Step-by-step feature demonstrations
  • Best Practices: Healthcare education workflow optimization

🧪 Testing Coverage

Automated Testing

  • Unit Tests: Component and utility function testing
  • Integration Tests: API and database interaction testing
  • End-to-End Tests: Complete user workflow validation
  • Performance Tests: Load testing and optimization
  • Security Tests: Vulnerability scanning and compliance checks

Manual Testing

  • User Acceptance Testing: Healthcare professional validation
  • Accessibility Testing: Screen reader and keyboard navigation
  • Cross-Browser Testing: Compatibility across platforms
  • Mobile Testing: Responsive design and touch interactions

🌟 Notable Achievements

  • Healthcare Focus: Built specifically for nursing education needs
  • Compliance Ready: HIPAA and FERPA compliant from day one
  • AI-Enhanced: Advanced matching algorithm with multiple AI providers
  • Real-time: Live updates and communication throughout the platform
  • Scalable: Cloud-native architecture supporting growth
  • Accessible: WCAG 2.1 AA compliance for inclusive design
  • Open Source: MIT licensed for community contribution

🔄 Migration Notes

This is the initial public release. No migration required.

🐛 Known Issues

  • Screenshots in README are placeholders pending real application screenshots
  • Some email templates may need customization for specific school branding
  • Mobile app is planned for future release

🎯 Next Release Preview

Planned for v1.0.0

  • Mobile Applications: Native iOS and Android apps
  • Advanced Analytics: Enhanced reporting and insights
  • LMS Integration: Canvas, Blackboard, and Moodle connectivity
  • Video Calling: Integrated video consultation capabilities
  • Advanced Scheduling: Complex rotation and clinical scheduling
  • API Endpoints: Public API for third-party integrations

Release Process

Version Numbering

  • Major (X.0.0): Breaking changes or significant new features
  • Minor (0.X.0): New features and enhancements
  • Patch (0.0.X): Bug fixes and minor improvements

Release Schedule

  • Major Releases: Quarterly (Q1, Q2, Q3, Q4)
  • Minor Releases: Monthly
  • Patch Releases: As needed for critical fixes
  • Security Releases: Immediate for critical vulnerabilities

Changelog Guidelines

  • All notable changes are documented
  • Organized by Added, Changed, Deprecated, Removed, Fixed, Security
  • Healthcare-specific impacts are highlighted
  • Breaking changes are clearly marked
  • Migration instructions provided when needed

For detailed technical documentation, see docs.mentoloop.com