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copilot-swe-agent[bot] 9ea40bec61 Add security fixes and comprehensive documentation 
Co-authored-by: christianlouis <361235+christianlouis@users.noreply.github.com>
2026-02-06 21:59:19 +00:00

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Quizzical Beats - Project Roadmap

Version: 2026.Q1
Last Updated: February 2026

Vision Statement

Quizzical Beats aims to be the premier platform for creating, managing, and delivering engaging music quiz experiences. Our roadmap focuses on reliability, scalability, user experience, and AI-powered innovation.

Current Status

Latest Release: v1.9 - "Documentation Dynamo"
Active Development: v2.0 - Scaling & Performance
Repository Health: ✅ Production-Ready

🎯 Strategic Priorities (2026)

Q1 2026: Foundation & Security

Focus: Security hardening, stability, and production readiness

Q2 2026: Scale & Performance

Focus: Concurrent operations, infrastructure, queue systems

Q3 2026: Intelligence & Automation

Focus: AI features, scraping, advanced search

Q4 2026: Collaboration & Cloud

Focus: Multi-user features, cloud storage, sharing

📋 Release Schedule

✅ Completed Releases

v1.0 - "Spotify Integration Fix"

Released: Q4 2024

  • ✅ Spotify playlist import with pagination
  • ✅ API rate limit handling
  • ✅ Refactored Spotify client
  • ✅ Comprehensive logging

v1.1 - "Authentication Foundation"

Released: Q4 2024

  • ✅ User database schema
  • ✅ Local authentication system
  • ✅ User management interfaces
  • ✅ Role-based access control
  • ✅ Secure password handling

v1.2 - "Spotify OAuth Integration"

Released: Q1 2025

  • ✅ User-specific Spotify tokens
  • ✅ OAuth login option
  • ✅ Service account fallback
  • ✅ Playlist-user linking

v1.3 - "Enhanced User Experience"

Released: Q1 2025

  • ✅ Custom intro/outro/replay MP3s
  • ✅ User-specific email settings
  • ✅ User preferences system

v1.4 - "Multi-Provider OAuth"

Released: Q2 2025

  • ✅ Google OAuth integration
  • ✅ Authentik OAuth integration
  • ✅ Unified authentication experience

v1.5 - "Advanced Features"

Released: Q2 2025

  • ✅ Comprehensive logging
  • ✅ System monitoring

v1.6 - "Bulletproof Backups"

Released: Q3 2025

  • ✅ Full system backup/restore
  • ✅ Scheduled backups (Ofelia)
  • ✅ Admin backup management UI
  • ✅ Backup versioning
  • ✅ Retention policies
  • ✅ CLI backup tools

v1.7 - "Dropbox Dispatch"

Released: Q4 2025

  • ✅ Dropbox OAuth per-user
  • ✅ Round export to Dropbox
  • ✅ ZIP and PDF export
  • ✅ Token refresh handling

v1.8 - "Documentation Dynamo"

Released: Q4 2025

  • ✅ User guide with screenshots
  • ✅ FAQ section
  • ✅ API documentation
  • ✅ Architecture documentation
  • ✅ Deployment guides
  • ✅ MkDocs portal
  • ✅ ReadTheDocs integration

v1.9 - "Security Hardening"

Released: Q1 2026

  • ✅ Upgraded authlib to 1.6.5+ (CVE fixes)
  • ✅ Required secure SECRET_KEY
  • ✅ Required secure AUTOMATION_TOKEN
  • ✅ Comprehensive SECURITY.md
  • ✅ .env.example template
  • ✅ Security documentation

🚀 Upcoming Releases

v2.0 - "Import Infrastructure" (Q1 2026 - HIGH PRIORITY)

Status: 🔴 Not Started
Priority: Critical
Effort: 2-3 weeks

Goals: Background processing for large imports

Features:

  • Import queue system (Celery/RQ)
  • Background worker processes
  • Concurrent import job support
  • Priority queue handling
  • Job retry logic
  • Dead letter queue for failures

Success Metrics:

  • Import 1000+ song playlists without timeout
  • Support 5+ concurrent imports
  • 99% job completion rate

Dependencies:

  • Redis or RabbitMQ
  • Worker orchestration (Docker Compose)

v2.1 - "Progress Pulse" (Q1 2026 - HIGH PRIORITY)

Status: 🔴 Not Started
Priority: High
Effort: 1-2 weeks

Goals: Real-time import status tracking

Features:

  • WebSocket/SSE progress updates
  • Progress bars for active imports
  • Detailed error reporting
  • Recovery options for failed imports
  • Email notifications on completion
  • Import history dashboard

Success Metrics:

  • Real-time progress updates (<1s latency)
  • Clear error messages for 90%+ failures
  • User satisfaction with transparency

Dependencies:

  • v2.0 (Import Infrastructure)
  • Flask-SocketIO or SSE

v2.2 - "Server Stability" (Q1 2026 - HIGH PRIORITY)

Status: 🔴 Not Started
Priority: Critical
Effort: 1 week

Goals: Production-grade web server

Features:

  • Replace Flask dev server with Gunicorn
  • Configure worker processes (4-8 workers)
  • Graceful shutdown/restart
  • Nginx reverse proxy configuration
  • SSL termination
  • Static file optimization
  • Response compression
  • Security headers

Success Metrics:

  • Handle 100+ concurrent users
  • <500ms median response time
  • 99.9% uptime
  • Zero downtime deployments

Dependencies:

  • Docker configuration updates
  • nginx configuration

v2.3 - "Database Durability" (Q2 2026 - HIGH PRIORITY)

Status: 🔴 Not Started
Priority: High
Effort: 1-2 weeks

Goals: Production database configuration

Features:

  • Connection pooling (SQLAlchemy pool)
  • Database query optimization
  • Index creation for common queries
  • Concurrent write handling
  • Database performance monitoring
  • Read replica support (optional)
  • Zero-downtime migrations

Success Metrics:

  • Support 50+ concurrent connections
  • <100ms query execution (95th percentile)
  • No deadlocks or transaction conflicts

Dependencies:

  • PostgreSQL or MySQL recommended
  • Monitoring tools (Prometheus/Grafana)

v2.4 - "Search Supercharge" (Q2 2026 - MEDIUM PRIORITY)

Status: 🔴 Not Started
Priority: Medium
Effort: 2 weeks

Goals: Advanced search capabilities

Features:

  • Full-text search (PostgreSQL FTS or Elasticsearch)
  • Relevance scoring improvements
  • Advanced filters (year, genre, artist, BPM)
  • Search result caching
  • Faceted search
  • Search suggestions/autocomplete
  • Search analytics

Success Metrics:

  • Search results <200ms
  • 80%+ user satisfaction with relevance
  • Support 10,000+ song database efficiently

Dependencies:

  • v2.3 (Database Durability)
  • Optional: Elasticsearch

v2.5 - "Performance Pulse" (Q2 2026 - MEDIUM PRIORITY)

Status: 🔴 Not Started
Priority: Medium
Effort: 1-2 weeks

Goals: Application performance optimization

Features:

  • Database index optimization
  • Lazy loading for lists
  • Pagination for all large datasets
  • MP3 preview streaming
  • Redis caching layer
  • Query result caching
  • CDN for static assets
  • Load testing suite

Success Metrics:

  • Page load <1s (90th percentile)
  • Support 10,000+ songs in library
  • <100MB memory per worker

Dependencies:

  • v2.2 (Server Stability)
  • Redis for caching

v2.6 - "Textual Transport" (Q2 2026 - MEDIUM PRIORITY)

Status: 🔴 Not Started
Priority: Medium
Effort: 2 weeks

Goals: Text-based playlist import

Features:

  • Plain text playlist parsing
  • CSV format support
  • Artist/song detection algorithms
  • Confidence scoring for matches
  • Manual review interface
  • Bulk import workflow
  • Format templates

Success Metrics:

  • 90%+ accurate matching for clean input
  • Support 500+ songs per import
  • Clear review workflow for low-confidence matches

v3.0 - "Rhythm Roundsmith" (Q3 2026 - HIGH PRIORITY)

Status: 🔴 Not Started
Priority: High
Effort: 3-4 weeks

Goals: AI-powered quiz generation

Features:

  • AI quiz round generation
  • Multiple quiz formats (MCQ, clips, open-ended)
  • Theme-based generation
  • Metadata-driven questions
  • User review/edit interface
  • Prompt optimization
  • AI provider abstraction (OpenAI, Anthropic, local)
  • Cost tracking

Success Metrics:

  • Generate engaging rounds in <30s
  • 80%+ user satisfaction with AI questions
  • <$0.10 cost per round generation

Dependencies:

  • OpenAI API or compatible
  • Prompt engineering

v3.1 - "Curated Collector" (Q3 2026 - MEDIUM PRIORITY)

Status: 🔴 Not Started
Priority: Medium
Effort: 2-3 weeks

Goals: Web scraping for playlists

Features:

  • Spotify web scraper
  • HTML/JSON extraction
  • Rate limiting and rotation
  • User-agent rotation
  • Proxy support
  • Scraper detection avoidance
  • Compliance with ToS

Success Metrics:

  • Successfully scrape 95%+ playlists
  • Avoid detection/blocking
  • Extract complete metadata

Legal Note: ⚠️ Scraping must comply with platform ToS

v3.2 - "Scraper Symphony" (Q3 2026 - LOW PRIORITY)

Status: 🔴 Not Started
Priority: Low
Effort: 3 weeks

Goals: External music chart data

Features:

  • Billboard chart scraper
  • Official Charts scraper
  • 2-3 additional sources
  • Data normalization
  • Spotify record linking
  • Admin review interface
  • Scheduled scraper runs
  • Error logging

Success Metrics:

  • Weekly chart updates
  • 95%+ successful Spotify matching
  • Comprehensive historical data

v3.3 - "Alert Amplifier" (Q3 2026 - MEDIUM PRIORITY)

Status: 🔴 Not Started
Priority: Medium
Effort: 1-2 weeks

Goals: Comprehensive notification system

Features:

  • Email verification
  • Round completion notifications
  • OAuth token expiration warnings
  • Admin usage summaries
  • Push notifications (browser/Telegram)
  • Notification preferences
  • Digest emails

Success Metrics:

  • <5s notification delivery
  • 90%+ email deliverability
  • User-controlled notification settings

v4.0 - "Storage Sanctuary" (Q4 2026 - HIGH PRIORITY)

Status: 🔴 Not Started
Priority: High
Effort: 3-4 weeks

Goals: Cloud storage integration

Features:

  • Storage backend abstraction
  • AWS S3 support
  • S3-compatible storage (MinIO, Wasabi)
  • Dropbox storage backend
  • Unified management UI
  • Cloud backup storage
  • MP3 cloud storage
  • Differential uploads
  • Background synchronization

Success Metrics:

  • Support 100GB+ storage
  • <$10/month storage costs
  • Automatic failover between providers

Dependencies:

  • boto3 (AWS SDK)
  • Storage abstraction layer

v4.1 - "Collaboration Core" (Q4 2026 - MEDIUM PRIORITY)

Status: 🔴 Not Started
Priority: Medium
Effort: 3 weeks

Goals: Multi-user collaboration

Features:

  • Shared round editing
  • Collaboration roles (view/comment/edit)
  • User invitations via email/username
  • Presence indicators
  • Revision history
  • Public sharing links
  • Access audit logs
  • Comment threads

Success Metrics:

  • Real-time collaboration (<2s sync)
  • Support 10+ simultaneous editors
  • Full audit trail for compliance

v4.2 - "Profile Personalizer" (Q4 2026 - LOW PRIORITY)

Status: 🟡 Partially Complete
Priority: Low
Effort: 1 week

Features:

  • Custom user MP3 fallbacks
  • Persistent user settings
  • Default round format preferences
  • Personal tag system
  • Tag filtering and sorting
  • Dark mode toggle
  • UI customization

v4.3 - "Deployment Dynamo" (Q4 2026 - HIGH PRIORITY)

Status: 🔴 Not Started
Priority: High
Effort: 2 weeks

Goals: CI/CD and automation

Features:

  • GitHub Actions CI/CD pipeline
  • Automated testing
  • Automated builds
  • Nightly backup jobs
  • Sentry error tracking
  • Auto-updater script
  • Health check endpoint (/healthz)
  • Uptime monitoring integration

Success Metrics:

  • <10min build and deploy time
  • Automated security scanning
  • Zero-downtime deployments

🔮 Future Considerations (2027+)

Ideas Under Evaluation

"Blind Test" Mode

  • Hide title/artist metadata during play
  • Reveal answers on command
  • Scoring system

Team Scoreboard

  • Live projection mode
  • Real-time score tracking
  • Leaderboard display

Public Round Library

  • Community-shared rounds
  • Clone and customize
  • Rating and reviews
  • Trending rounds

REST API

  • Third-party integrations
  • Trivia bot support
  • Mobile app backend
  • Webhook support

Audio Fingerprinting

  • Validate user uploads
  • Detect duplicates
  • Copyright compliance

Round Analytics

  • Usage frequency
  • Popularity metrics
  • User ratings
  • A/B testing

Video Tutorials

  • Complex workflow guides
  • YouTube integration
  • Interactive help

Keyboard Shortcuts

  • Power user features
  • Accessibility improvements
  • Documentation

📊 Metrics & KPIs

User Metrics

  • Monthly Active Users (MAU)
  • Round Creation Rate
  • Export Success Rate
  • User Retention (30/60/90 day)

Performance Metrics

  • Page Load Time (p50, p95, p99)
  • API Response Time
  • Error Rate (<0.1% target)
  • Uptime (99.9% target)

Technical Metrics

  • Test Coverage (>80% target)
  • Code Quality Score
  • Security Vulnerabilities (0 high/critical)
  • Dependency Freshness

🎯 Success Criteria

By Q2 2026

  • 100+ active users
  • 99.5% uptime
  • <1s median page load
  • Support 10,000+ songs per user
  • All critical security issues resolved

By Q4 2026

  • 500+ active users
  • 99.9% uptime
  • AI-generated rounds feature
  • Cloud storage integration
  • Collaboration features
  • Full CI/CD pipeline

📞 Feedback & Contributions

We welcome community feedback on this roadmap!

  • GitHub Discussions: Share ideas and vote on features
  • GitHub Issues: Report bugs and request features
  • Email: christian@kaufdeinquiz.com

See CONTRIBUTING.md for contribution guidelines.

📝 Changelog

Date Change
2026-02 Added v1.9 Security Hardening release
2026-02 Initial comprehensive roadmap created
2025-12 v1.8 Documentation Dynamo completed
2025-10 v1.7 Dropbox Dispatch completed

This roadmap is subject to change based on user feedback, technical constraints, and strategic priorities.

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