Vequil: Multi-Agent Teams That Trade Prediction Markets
A prop trading firm just open-sourced their multi-agent prediction market trading framework. Vequil deploys autonomous agent teams that scan Polymarket for opportunities, run LLM-powered bull vs. bear debates, size positions with Kelly criterion, and execute trades with full audit trails.
The architecture is what makes this interesting. There's no single model making decisions — it's a pipeline of specialized agents. Analyst agents debate each opportunity from opposing angles. A quant engine synthesizes the debate into a decision. A risk agent sizes the position. Every step is logged and auditable. No learned models in the execution path means deterministic signal rules — you can trace exactly why each trade happened.
This matters because prediction markets are becoming the proving ground for autonomous financial agents. With 432 live AI prediction markets as of this week, the space is attracting serious capital and serious builders. The old approach of one-model-does-everything doesn't work when you need conviction, risk management, and execution as separate concerns.
Built by people who actually trade for a living, now available to everyone. If you've been looking for a serious reference architecture for multi-agent financial systems — not a toy demo, but something from a working prop desk — this is it.
https://www.producthunt.com/products/vequil
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The architecture is what makes this interesting. There's no single model making decisions — it's a pipeline of specialized agents. Analyst agents debate each opportunity from opposing angles. A quant engine synthesizes the debate into a decision. A risk agent sizes the position. Every step is logged and auditable. No learned models in the execution path means deterministic signal rules — you can trace exactly why each trade happened.
This matters because prediction markets are becoming the proving ground for autonomous financial agents. With 432 live AI prediction markets as of this week, the space is attracting serious capital and serious builders. The old approach of one-model-does-everything doesn't work when you need conviction, risk management, and execution as separate concerns.
Built by people who actually trade for a living, now available to everyone. If you've been looking for a serious reference architecture for multi-agent financial systems — not a toy demo, but something from a working prop desk — this is it.
https://www.producthunt.com/products/vequil
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