A high-performance, private trading ecosystem designed for algorithmic execution, real-time monitoring, and institutional safety. Built on Python 3.11, PostgreSQL 18, Go (Low-latency), and HTMX.

• Isolated Execution: Each bot runs in its own process, ensuring that a single symbol's failure doesn't affect the fleet.
• Dynamic Management: Start, stop, and configure strategies (SMA, MACD, Advanced) for any symbol in seconds.
• Asset Favorites: Keep your preferred tickers pinned to the top of your cockpit.

• PostgreSQL 18 Multi-Layered: Consolidation of persistent storage (Trades) and ultra-low latency caching (UNLOGGED orderbook tables).
• Go-Powered Ingestion: Native performance worker for sub-millisecond market updates.
• QuestDB Time-Series: Professional-grade tick ingestion for quantitative analysis.
• Lightweight Charts: Professional-grade charting with real-time WebSocket updates and signal markers (Buy/Sell).

• Pydantic Settings: Centralized, validated configuration for API keys and host settings.
• Live Balance Sync: Real-time position sizing based on live Binance capital.
• Exchange-Side Safety (TP/SL): Orders are persisted directly on the exchange for crash-resistance.
• Global Circuit Breaker: Automated and manual "Kill Switches" to stop everything during extreme volatility.
• Basic Auth Security: Password-protected dashboard and API.

nice-trading/
├── api/                   # HTMX/FastAPI Web Dashboard
├── manager/               # Multi-bot Management & Execution
├── engine/                # Vectorized Indicators & Strategy Logic
├── workers/               # Ingestion Workers (Go + Python)
├── connectors/            # CCXT Wrapper for Exchange Connectivity
├── storage/               # PostgreSQL 18 & QuestDB Persistence
├── nginx/                 # Production Reverse Proxy Gateway
└── docs/                  # Detailed Technical Documentation

We use a Makefile to unify our hybrid Python/Go/Docker workflow.

1. Install dependencies: make install
2. Run Dashboard: make run-api
3. Run Go Worker: make run-go-worker
4. Execute Tests: make test

1. Configure environment: cp .env.example .env (Add your Binance Keys).
2. Launch the fleet: make up
3. Follow the logs: make logs
4. Shutdown: make down

For a deep dive into the system, check our professional documentation:

• Getting Started: Local Setup | Onboarding | Lightsail Deployment
• User Guide: User Manual | Safety Audit
• Architecture: System Overview | Tech Stack
• Research: Future Roadmap | Gap Analysis

Created with ❤️ for quantitative excellence.