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We Built an AI Trading Tool That Actually Keeps Score
How-ToMachine Learning

We Built an AI Trading Tool That Actually Keeps Score

via Dev.totradehorde1mo ago

Everyone in fintech is building AI trading agents right now. Most of them are demos. Ours isn't. We spent the better part of a year studying multi-agent trading frameworks — open-source research projects, commercial signal platforms, arena-style competitions — trying to understand what actually works and what's just a parlor trick with a stock ticker. Most of what's out there falls into two categories: academic prototypes that can't survive contact with live markets, or black-box signal services that never tell you how they actually performed. We built TradeHorde to be neither. What We Actually Built TradeHorde is "Collective Intelligence for Markets," and the name isn't just branding. The core idea is simple but surprisingly rare in practice: instead of one AI model giving you one opinion on a trade, a swarm of specialized agents analyze the same opportunity from different angles — technical, fundamental, sentiment, macro regime — and the system synthesizes their perspectives into a u

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