Alex @a_small_a - Twitter Profile

🚨 Hedge fund managers are going to hate this. Someone just open sourced a system that does their entire job. 30.5% annualized returns. $0 in fees. It's called TradingAgents. Not one AI agent. An entire simulated trading firm. Analysts, researchers, traders, and risk managers. All AI. All arguing with each other before making a single trade. No Bloomberg Terminal. No $50K data feeds. No MBA required. Here's what's inside this thing: → 4 AI analysts scanning financials, news, social sentiment, and technicals → A Bull and Bear researcher that literally debate each other → A trader that synthesizes every argument into a final call → A risk management team that can veto any trade → A fund manager that approves or rejects execution Here's the wildest part: It beat every traditional trading strategy they benchmarked. Cumulative returns. Sharpe ratio. Max drawdown. All of them. Hedge funds charge 2% management + 20% performance fees for this exact workflow. This is free. 100% Open Source.

heynavtoor's tweet photo. 🚨 Hedge fund managers are going to hate this. Someone just open sourced a system that does their entire job.

30.5% annualized returns. $0 in fees.

It's called TradingAgents.

Not one AI agent. An entire simulated trading firm. Analysts, researchers, traders, and risk managers. All AI. All arguing with each other before making a single trade.

No Bloomberg Terminal. No $50K data feeds. No MBA required.

Here's what's inside this thing:

→ 4 AI analysts scanning financials, news, social sentiment, and technicals
→ A Bull and Bear researcher that literally debate each other
→ A trader that synthesizes every argument into a final call
→ A risk management team that can veto any trade
→ A fund manager that approves or rejects execution

Here's the wildest part:

It beat every traditional trading strategy they benchmarked. Cumulative returns. Sharpe ratio. Max drawdown. All of them.

Hedge funds charge 2% management + 20% performance fees for this exact workflow. This is free.

100% Open Source.

123

2K

326

5K

309K

0

1

143

Alex @A_Small_A

3 months ago

@mhdfaran "Breaking: Someone.." blaa

Khairallah AL-Awady

@eng_khairallah1

3 months ago

🚨 BREAKING: Someone just open-sourced an entire AI-powered trading firm. Not one agent. A full team of analysts, researchers, traders, and risk managers. It's called TradingAgents. Bookmark it for later. A multi-agent framework built on LangGraph that simulates how real trading firms actually operate. Every role. Every workflow. Every check and balance. No Bloomberg Terminal. No $50K data feeds. No MBA required. What's inside: → Fundamentals Analyst: evaluates company financials, identifies intrinsic value and red flags → Sentiment Analyst: scores social media and public sentiment → Technical Analyst: analyzes price patterns, indicators, and chart structures → Bull Researcher and Bear Researcher that literally debate each other on every position → Trader that synthesizes every argument and makes the final call on timing and size → Risk Management Team that evaluates volatility, liquidity, and can veto any trade Their research paper shows the framework outperformed every traditional strategy they benchmarked. Supports GPT, Claude, Gemini, Grok, OpenRouter, and even local models via Ollama. Pick whatever LLM you want. Hedge funds charge 2% management + 20% performance fees for this exact workflow. 100% Open Source. Apache 2.0 License. (Link in the comments)