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midnightn

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https://github.com/midnightnnn/llm_invest

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The reactive execution model as agent memory is clever — I ran into similar tradeoffs building a multi-agent trading system where each agent needs isolated state across cycles. Ended up using a persistent store (BigQuery) rather than in-process memory, but the appeal of having the runtime itself be the memory is that you get reproducibility for free.