AutoHedge, developed by The-Swarm-Corporation, is an enterprise-grade autonomous trading system designed to function as an AI-driven hedge fund. Utilizing a multi-agent swarm intelligence architecture, the platform automates the entire trading lifecycle, from initial market analysis to final order execution. The technical framework employs a specialized four-stage pipeline: a Director Agent generates trading theses, a Quant Agent performs statistical and technical analysis, a Risk Management Agent determines position sizing and risk parameters, and an Execution Agent handles order generation. Currently, the system supports full autonomous trading on the Solana blockchain via the Jupiter API, with planned expansions to Coinbase and other centralized exchanges. The architecture prioritizes institutional-grade reliability through a "risk-first" design, structured JSON outputs for downstream system integration, and comprehensive enterprise logging for auditing. Developed using the Swarms framework, the modular codebase allows for extensible strategy deployment and multi-venue scaling. Users can deploy the system via pip and configure it using OpenAI or Anthropic LLMs to drive the experimental agentic logic, requiring integration with live market data to maintain continuous analysis and execution capabilities.