AutoHedge

Overview

AutoHedge is an AI-driven platform that builds an autonomous hedge fund using swarm intelligence and specialized agents. It coordinates Director, Quant, Risk Management, and Execution agents to analyze markets, validate strategies, size positions, and execute trades on supported venues such as Solana. The system provides structured JSON output and enterprise logging for auditability and extensibility.

README Preview

# AutoHedge\n\n[](https://discord.gg/VapjxpSyHC3) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/swarms_corp)\n\n\nAutoHedge is an enterprise-grade autonomous agent hedge fund that trades on your behalf. It combines swarm intelligence and specialized AI agents to perform end-to-end market analysis, risk management, and execution with minimal human intervention.\n\n**Current support:** Full autonomous trading on Solana. **Coming soon:** Coinbase and additional exchanges.\n\n---\n\n## Overview\n\nAutoHedge is built to be the world's most powerful autonomous agent hedge fund. It runs continuous analysis, generates and validates trading theses, sizes risk, and executes orders across supported venues. The system is designed for institutional reliability: structured outputs, comprehensive logging, and a risk-first architecture that scales from single strategies to multi-venue, multi-asset deployment.\n\n---\n\n## Features\n\n- **Multi-Agent Architecture**: Specialized agents for each stage of the trading pipeline\n  - Director Agent: strategy and thesis generation\n  - Quant Agent: technical and statistical analysis\n  - Risk Management Agent: position sizing and risk assessment\n  - Execution Agent: order generation and execution\n\n- **Real-Time Market Analysis**: Integration with live market data for analysis and execution\n- **Risk-First Design**: Built-in risk management and position sizing before any execution\n- **Structured Output**: JSON-formatted recommendations and analysis for downstream systems\n- **Enterprise Logging**: Detailed, configurable logging for audit and debugging\n- **Extensible Framework**: Modular design for custom strategies and new venues\n\n---\n\n## Supported Venues\n\n| Venue      | Status        | Notes                    |\n|-----------|----------------|--------------------------|\n| Solana    | Supported      | Full autonomous trading  |\n| Coinbase  | Coming soon    | In devel