Chris Mallz

Someone trained a GPT on 12 billion candles from 45 exchanges. Hedge funds spend years and millions building this. It was just given away for free And the second repo is even crazier. An entire trading firm, made of AI agents, also free Think about how most people trade right now They open a chart, draw some lines, check RSI, read a few tweets and click buy One person. One screen. A few hundred candles they can actually look at Kronos has seen 12 billion It doesn't guess where support is. It learned how price behaves across 45 exchanges and 7 timeframes, and draws what usually comes next And TradingAgents does the part your gut was doing It reads the news, the fundamentals and the crowd at the same time. Makes a bull and a bear fight it out. Lets a risk manager veto the trade before it happens That's not a trader. That's a whole desk People are still paying for TA courses and signal groups while this sits on GitHub for free, and almost nobody is talking about it Here's how to run both tonight 1. Kronos, the AI that reads charts Setup, 3 minutes: Clone the Kronos repo pip install -r requirements.txt Then open the visual version: cd webui python run. py Go to localhost:7070 in your browser. Load your candles, pick the model, hit predict. You'll see the forecast drawn right on the chart No GPU needed. The small model runs on a laptop 2. TradingAgents, the AI trading firm Setup, 5 minutes: Clone the TradingAgents repo pip install . tradingagents Pick a ticker, a date and a model. Claude, GPT, Gemini, DeepSeek, even local ones No API key? Choose "Subscription" and it runs on your ChatGPT Plus Then watch the whole firm work in your terminal, report by report, until the final decision Kronos sees the chart. TradingAgents sees the world around it Two years ago this was a desk of PhDs and a Bloomberg terminal Today it's two git clones