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Author SHA1 Message Date
5606df1f51 docs: add comprehensive roadmap for future development
Create ROADMAP.md documenting planned features across multiple releases.

Planned releases:
- v0.4.0: Enhanced simulation management
  * Resume/continue API for advancing from last completed date
  * Position history tracking and analysis
  * Advanced performance metrics (Sharpe, Sortino, drawdown)
  * Price data management endpoints

- v0.5.0: Real-time trading support
  * Live market data integration
  * Real-time simulation mode
  * Scheduled automation
  * WebSocket price feeds

- v0.6.0: Multi-strategy & portfolio management
  * Strategy composition and ensembles
  * Advanced risk controls
  * Portfolio-level optimization
  * Dynamic allocation

- v0.7.0: Alternative data & advanced features
  * News and sentiment analysis
  * Market regime detection
  * Custom indicators
  * Event-driven strategies

Future enhancements:
- Kubernetes deployment and cloud provider support
- Alternative databases (PostgreSQL, TimescaleDB)
- Web UI dashboard with real-time visualization
- Model training and reinforcement learning
- Webhook notifications and plugin system
- Performance and chaos testing

Key feature: Resume API in v0.4.0
- POST /simulate/resume - Continue from last completed date
- POST /simulate/continue - Extend existing simulations
- Automatic detection of completion state per model
- Support for daily incremental updates

Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-31 17:18:55 -04:00