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Autarch: AI Strategy Evolution, Deterministic Trade Execution

DEV Community·KingGyu·about 1 month ago
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Disclaimer: this is research and architecture software, not financial advice. The bundled strategies are not a profitability claim. Cryptocurrency trading involves significant risk. TL;DR Autarch is an open-source Bybit USDT perpetual trading workbench built around one boundary: "LLM trading" does not have to mean an LLM presses Buy or Sell. It can mean an LLM evolves future strategy while deterministic code owns live execution. Claude/Codex agents generate, review, backtest, and rank strategy candidates. A Python asyncio runner executes selected strategy files with no LLM calls in the live loop. The handoff is visible through strategy manifests, signal code, leaderboards, active/next pointers, cached data, and append-only evidence logs. GitHub: https://github.com/KingGyuSuh/autarch Why I Built It Most "AI trading bot" framing collapses two very different jobs into one box. In older discretionary trading, a trader might personally decide and execute each order.…

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