Teach Your Trading Bot to Read Candles (Before You Risk a Dollar)

Most trading bots are just guessing with extra steps. They react to price — they don't read the market. That's why mine kept losing. The fix was Kronos — an open-source forecasting engine built for financial time series. You feed it candle data, and it predicts where price is likely headed next. Think of it as giving your bot eyes instead of a coin flip. Here's the part most people skip: I wired the forecasts into Alpaca's paper trading first. The bot traded fake money for weeks while I watched. When the win rate held, then — and only then — did real dollars enter the picture. The full setup is in my Kronos for AI Agents guide ($47): how to pull candle data, run Kronos forecasts, connect the signal to Alpaca, and map it all to prediction markets like Kalshi and Polymarket. https://futuristicwealth.gumroad.com/l/kronos-for-ai-agents Start with paper. Let the bot prove itself. Then scale.