What is AutoHedge?
AutoHedge is a Python framework from The Swarm Corporation that describes itself as an autonomous agent hedge fund. It combines swarm intelligence and specialised AI agents to perform market analysis, risk management and execution with minimal human intervention. Current support is full autonomous trading on Solana, with Coinbase listed as coming soon and other centralised exchanges on the roadmap.
The pipeline uses four agents. A Director Agent handles strategy and thesis generation, a Quant Agent does technical and statistical analysis, a Risk Management Agent handles position sizing and risk assessment, and an Execution Agent generates and executes orders. The README lists structured JSON output for downstream systems, configurable logging for audit and debugging, and a modular design for custom strategies and new venues.
Install it with pip install -U autohedge. The environment variables include a Jupiter API key for token price and search tools, OpenAI and Anthropic keys, and a wallet private key for trading. The code is released under the MIT licence. Because it can trade with real funds, test it carefully and protect the wallet key.
Key capabilities
- A Director Agent for strategy and thesis generation.
- A Quant Agent for technical and statistical analysis.
- A Risk Management Agent for position sizing and risk assessment.
- An Execution Agent for order generation and execution.
- JSON-formatted recommendations and configurable audit logging.
Where AutoHedge fits
AutoHedge fits developer-led trading workflows that connect market analysis to automated order execution on Solana. Its structured outputs can feed downstream systems, while its modular components provide a basis for adapting trading strategies.
Before deployment, teams should verify wallet-key handling, provider credentials, risk settings and execution behavior. Coinbase and other planned exchanges should not be treated as available integrations. The supplied documentation does not establish trading performance or validate the effectiveness of its risk controls.
Install
pip install -U autohedgeReviews of AutoHedge
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