this is the most BROKEN github repo in trading right now real trading firms pay analysts, researchers, traders and risk managers millions a year - someone replaced the whole floor with AI agents that argue with each other before every single trade, and put it on GitHub for 100% FREE it's called TradingAgents. the paper is on arXiv, the repo has 112k stars and it hit #1 on GitHub trending first understand how it works: > 4 AI analysts read the market: fundamentals, news, sentiment, technicals > a BULL agent and a BEAR agent debate the trade > a trader agent turns the debate into a decision > a risk team (aggressive / neutral / conservative) attacks that decision > a portfolio manager approves it or kills it > it's a full trading firm. it just runs on your laptop here is how to run it yourself for FREE: 1. open Claude Code and ask it to clone github.com/TauricResearch/Tr… and install everything 2. add your Anthropic API key. Opus 5.5 as the deep-thinking model, Sonnet 5.5 as the fast one 3. type tradingagents in the terminal and pick a ticker 4. watch the 4 analysts write their reports in real time 5. read the bull vs bear debate. this is where the edge is - you see both sides before any money moves 6. check the risk team's vote. if the conservative agent flags it, ask yourself why 7. let the portfolio manager approve or reject, then plot every call on your chart 8. backtest it on past dates and paper trade it for a few weeks before you trust a single call i won't say anything more: