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Multi-LLM AI Trading Agent Harness

1rok is a standalone harness for running portfolio-construction agents across multiple LLM providers (OpenAI, Anthropic, Gemini, etc.), integrating data from Alpaca, Yahoo Finance, FRED, and Tavily. Its two-stage pipeline (run and execute) uses ten specialist agents for market analysis, screening, and order execution.

SourceHacker News AIAuthor: satoshiclad
Multi-LLM AI Trading Agent Harness
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Key points and analysis

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Key points

  • Supports 7 LLM providers and 8 tool groups for multi-model trading agents.
  • Two-stage pipeline: run generates portfolio JSON, execute places orders via Alpaca.
  • Ten specialist agents work together covering macro, screening, fundamental, valuation, technical analysis, and more.
  • Live leaderboard tracks paper trading performance of each model on Alpaca.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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