autohedge is an autonomous multi-agent hedge fund that continuously analyzes markets, validates trading theses, sizes risk, and executes orders with minimal human intervention. It trades autonomously on Solana, with Coinbase support listed as coming soon.
Project overview
It applies a swarm architecture—specialized Director, Quant, Risk Management, and Execution agents each handling one stage of the trading pipeline—rather than a single-model trader, to automate end-to-end hedge fund operations that normally require manual intervention.
Project type
AI Agent
Use cases
Automation
Deployment
Refer to project documentation
License
MIT
Best for
Developers and AI engineers who want autonomous automated trading of real funds with minimal human intervention.
Users interested in a multi-agent approach where specialized Director, Quant, Risk Management, and Execution agents each handle one trading stage.
Key capabilities
Specialized Director, Quant, Risk Management, and Execution agents each handle a stage of the trading pipeline.
Integrates live market data for analysis and execution.
Full autonomous trading on Solana.
Full autonomous trading on Coinbase, listed as coming soon / in development.
Limitations and risks
The system executes trades autonomously with real funds on Solana; verify you accept this before running it.
Setup requires placing WALLET_PRIVATE_KEY in your environment (.env); handle key storage accordingly.
Operation requires a Jupiter API key plus OpenAI and Anthropic API keys; the experimental agents are powered by these external LLM APIs rather than local models.
Autonomous trading on Coinbase is planned and listed as coming soon / in development; only Solana trading is currently available.
Getting started
Install with pip install -U autohedge, set JUPITER_API_KEY, OPENAI_API_KEY, and WALLET_PRIVATE_KEY in your environment (.env), then run autohedge. Setup difficulty is medium due to configuring multiple API keys and a wallet private key.
Evidence and sources
README: AutoHedge 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 anal…
README: It runs continuous analysis, generates and validates trading theses, sizes risk, and executes orders across supported venues.
GitHub project description: AutoHedge harnesses the power of swarm intelligence and AI agents to automate market analysis, risk management, and trade execution.
README: pip install -U autohedge
README: | Solana | Supported | Full autonomous trading | | Coinbase | Coming soon | In development |