The gist

AutoHedge is an open-source, autonomous agent hedge fund developed by The Swarm Corporation. It uses a multi-agent system, combining swarm intelligence with specialized AI agents, to perform end-to-end market analysis, risk management, and trade execution. The system is designed to operate with minimal human intervention, initially targeting the Solana blockchain with plans to expand to other exchanges.

What it does

Orchestrates specialized agents for strategy, quantitative analysis, risk management, and execution.
Analyzes live market data to generate and validate trading theses.
Sizes positions and assesses risk before executing any trades.
Executes trades autonomously on the Solana blockchain.
Outputs analysis and trade recommendations in structured JSON format for logging and auditing.

How it works

AutoHedge is a self-hosted Python command-line tool installed via pip. Users configure it by providing API keys for data sources and AI models, along with a wallet private key for trading. The system processes market data through its agent pipeline, which then generates structured JSON-based analyses and executes trades directly on the configured venue. It is open-source and free to use under an MIT license.

Best for

This tool is best for quantitative traders and developers looking to deploy an autonomous, multi-agent system for algorithmic cryptocurrency trading on the Solana blockchain.

Watch out for

Full autonomous trading is currently only supported for the Solana ecosystem. Users must be comfortable managing their own wallet private keys and API credentials in their local environment.