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I built an open-source unit-record memory engine based on 1959 IBM punched cards to stop 100k-token context replay choking [Short Promo + Live Web Demo] [P]

Peace, If you build long-running autonomous agents or pair-programming harnesses, you know the single biggest headache right now: **Session Amnesia.** Whenever an agent restarts or changes tasks, standard frameworks try to reconstruct context by replaying 80,000 to 120,000 tokens of chat transcript…

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  1. 2026-10-20 10:01 · r/MachineLearning
    I built an open-source unit-record memory engine based on 1959 IBM punched cards to stop 100k-token context replay choking [Short Promo + Live Web Demo] [P]

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