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Optimizing AI Agent Context Management and Token Efficiency

Most agents collapse when their context fills up.
This one doesn’t. Even after 100 turns, its entire memory grows from ~3.5K to just ~7K tokens. That’s like running a 500-page research project and still remembering only what matters. And instead of stacking logs endlessly like

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