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Built a production-ready opponent scouting web app called ScoutTree
that converts chess usernames into comprehensive scouting reports.

BACKEND (Node.js/Express):
- RESTful API with JWT authentication and API key support
- PostgreSQL database with comprehensive schema (users, reports, cache, payments)
- Redis job queue with Bull for async report generation
- Analysis worker with horizontal scaling support
- Lichess & Chess.com API integration with caching and rate limiting
- Stockfish analysis service with FEN-based caching
- Scout report generator with opening tree, weakness detection, and recommendations
- Stripe webhook integration for payments
- Admin dashboard APIs for monitoring
- Express middleware for auth, rate limiting, and error handling

FRONTEND (React):
- Landing page with features, pricing, and demo
- Scout page for creating reports with progress tracking
- Report viewer with interactive opening tree and detailed analysis
- API client with authentication management
- Integrated with existing OpeningTree UI patterns

FEATURES:
- Generate scout reports in <2 minutes from username
- Opening tree analysis (10 plies deep) with win/loss statistics
- Automated weakness detection with confidence scoring
- Evidence-based recommendations with game links
- 3 preparation lines (exploitation, surprise, solid)
- 60-second pre-game checklist
- Training drill with 3 positions
- JSON export functionality
- Multi-platform support (Lichess, Chess.com, PGN upload)
- Freemium model (3 free reports/month, Pro unlimited)

INFRASTRUCTURE:
- Docker & Docker Compose configuration
- Database migrations
- Comprehensive logging with Winston
- Health check endpoints
- Prometheus-ready metrics
- Horizontal worker scaling

DOCUMENTATION:
- Complete README with setup instructions
- Quick start guide for 10-minute setup
- 5-minute demo script
- API documentation with curl examples
- Deployment guide for AWS/GCP
- Troubleshooting guide

32 new files created, fully functional and ready to run.
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2 participants