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A self-improving agentic operating system for prediction market trading. Live on Polymarket and Kalshi.

2 starsPython

I built an open-source agent-run trading fund with real capital

by h16zed·Mar 14, 2026·2 points·1 comment

AI Analysis

●●SolidBold BetNiche GemShip It

Live capital agents with public governance logs and formal kill-switches.

Strengths
  • Transparent PnL reporting with specific contract counts and profit factors.
  • Formal strategy kill-switches prevent throwing good money after bad algorithms.
  • Machine-first workflow rules enforce strict guardrails on autonomous agents.
Weaknesses
  • README focuses heavily on documentation structure rather than trading logic.
  • Zero GitHub stars suggests unproven traction despite live capital claims.
Category
Target Audience

Quantitative traders and AI researchers

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Numerai · Freqtrade · Hummingbot

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