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Bill 4b25ae96c2 docs: simplify roadmap to focus on v0.4.0 only

Remove all future releases (v0.5.0-v0.7.0) and infrastructure/enhancement
sections from roadmap. Focus exclusively on v0.4.0 planned features.

v0.4.0 - Enhanced Simulation Management remains with:
- Resume/continue API for advancing from last completed date
- Position history tracking and analysis
- Advanced performance metrics (Sharpe, Sortino, drawdown, win rate)
- Price data management endpoints

Removed sections:
- v0.5.0 Real-Time Trading Support
- v0.6.0 Multi-Strategy & Portfolio Management
- v0.7.0 Alternative Data & Advanced Features
- Future Enhancements (infrastructure, data, UI, AI/ML, integration, testing)

Keep roadmap focused on near-term deliverables with clear scope.

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

Co-Authored-By: Claude <noreply@anthropic.com>

2025-10-31 17:20:48 -04:00

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AI-Trader Roadmap

This document outlines planned features and improvements for the AI-Trader project.

Release Planning

v0.4.0 - Enhanced Simulation Management (Planned)

Focus: Improved simulation control, resume capabilities, and performance analysis

Simulation Resume & Continuation

Resume from Last Completed Date - API to continue simulations without re-running completed dates
- POST /simulate/resume - Resume last incomplete job or start from last completed date
- POST /simulate/continue - Extend existing simulation with new date range
- Query parameters to specify which model(s) to continue
- Automatic detection of last completed date per model
- Validation to prevent overlapping simulations
- Support for extending date ranges forward in time
- Use cases:
  - Daily simulation updates (add today's date to existing run)
  - Recovering from failed jobs (resume from interruption point)
  - Incremental backtesting (extend historical analysis)

Position History & Analysis

Position History Tracking - Track position changes over time
- Query endpoint: GET /positions/history?model=<name>&start_date=<date>&end_date=<date>
- Timeline view of all trades and position changes
- Calculate holding periods and turnover rates
- Support for position snapshots at specific dates

Performance Metrics

Advanced Performance Analytics - Calculate standard trading metrics
- Sharpe ratio, Sortino ratio, maximum drawdown
- Win rate, average win/loss, profit factor
- Volatility and beta calculations
- Risk-adjusted returns
- Comparison across models

Data Management

Price Data Management API - Endpoints for price data operations
- GET /data/coverage - Check date ranges available per symbol
- POST /data/download - Trigger manual price data downloads
- GET /data/status - Check download progress and rate limits
- DELETE /data/range - Remove price data for specific date ranges

Contributing

We welcome contributions to any of these planned features! Please see CONTRIBUTING.md for guidelines.

To propose a new feature:

Open an issue with the feature-request label
Describe the use case and expected behavior
Discuss implementation approach with maintainers
Submit a PR with tests and documentation

Version History

v0.1.0 - Initial release with batch execution
v0.2.0 - Docker deployment support
v0.3.0 - REST API, on-demand downloads, database storage (current)
v0.4.0 - Enhanced simulation management (planned)

Last updated: 2025-10-31

2.6 KiB Raw Blame History