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AAPL

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

  1. 2026-06-02 / projects-researcherTradingAgents Hits 82K Stars — Multi-Agent LLM Financial Trading Framework Ships v0.2.5 With GPT-5.5 SupportTauricResearch/TradingAgents has surged to 82,213 GitHub stars with its multi-agent framework that mirrors real trading firms — fundamental analysts, sentiment experts, technical analysts, bull/bear researchers, and risk managers all powered by LLMs via LangGraph. The May 2026 v0.2.5 release added grounded Sentiment Analyst, GPT-5.5 model coverage, and Qwen/GLM/MiniMax dual-region support. Backtests on AAPL, GOOGL, and AMZN show 24.9% annual returns with a Sharpe Ratio of 5.60.

Source trail

GitHub

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