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Quadrupling my agent's context budget bought 3x the facts, not 4x

This story is from 2026-09-14. It is preserved in the archive; the latest stories are on the live feed.

I ran one subject through a context assembler at three different token budgets and wrote down what came back. 200 tokens returned 2 memories. 500 returned 4. 800 returned 6. That is a 4x spend for 3x the facts. It is the most useful number I have for sizing an agent's memory budget, and I almost ne…

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  1. 2026-09-14 11:57 · DEV Community — AI
    Quadrupling my agent's context budget bought 3x the facts, not 4x

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