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Your AI Agent Doesn't Need a Bigger Context Window. It Needs an Eviction Policy.

This story is from 2026-08-22. It is preserved in the archive; the latest stories are on the live feed.

Every few weeks another framework ships a bigger context window and someone declares agent memory solved. It isn't. I've watched three separate production agents degrade in the exact same way — not because they forgot something important, but because they remembered too much and couldn't tell what…

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  1. 2026-08-22 19:45 · DEV Community — Machine Learning
    Your AI Agent Doesn't Need a Bigger Context Window. It Needs an Eviction Policy.

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