Bridgewager Assoc.
Bridgewager Associates is an agentic hedge fund that specializes in prediction markets
Project Description
Bridgewager Associates is a sophisticated, agentic multi-agent hedge fund specializing in prediction markets. This cutting-edge financial technology project combines AI agents, blockchain technology, and prediction market trading into a comprehensive, autonomous investment platform.
The monorepo operates as a fully automated hedge fund where specialized AI agents perform roles traditionally filled by human professionals:
Research Analysts: Conduct market analysis and generate trading recommendations. Portfolio Managers: Oversee investment strategy and coordinate the workflow between other agents. Execution Traders: Execute trades efficiently based on research-driven recommendations. Compliance Officers: Monitor risk parameters and ensure regulatory compliance.
How it's Made
--- TECHNICAL ARCHITECTURE ---
Monorepo (Turborepo): Next.js 15 (Web), NestJS (API), Shared Packages. AI Agent System (LangChain/LangGraph): Research, Execution, and Manager agents coordinate via a supervised workflow with stateful memory. Blockchain/Market Integration: Trades on Polymarket CLOB, with wallets and transactions on Base (L2) via Coinbase CDP SDK using USDC.
--- KEY FEATURES ---
Multi-Agent Workflow: Manager -> Analyst -> Trader -> Manager review loop. Real-Time Analysis: Fetches Polymarket data, calculates EV and Kelly criterion for position sizing. Research System: AI-generated reports using NewsAPI, stored via Tusky SDK. Interactive Dashboard: Tracks portfolio metrics (NAV, P&L), agent performance, and risk. Data Visualization: Real-time charts for performance, correlation heatmaps, etc.
--- TECH STACK ---
Frontend: Next.js 15, React 19, Tailwind CSS, shadcn/ui. Backend: NestJS, TypeScript, LangChain, Supabase. Integrations: Azure OpenAI, Polymarket CLOB, Coinbase CDP, NewsAPI, Tusky.
--- BUSINESS MODEL & INNOVATION --- An autonomous hedge fund using AI to trade prediction markets.
Differentiators: Fully autonomous trading, specialized focus on prediction markets, multi-agent coordination, and a transparent, blockchain-native foundation.
