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#context

Index listing of all 4 items tagged with #context.

System Article

Context Window Management and Retrieval Pruning Strategies

How to optimize LLM performance and reduce runtime token costs using token-counting, semantic re-ranking, and context pruning.

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System Article

Context Windows as Working Memory

A context window is working memory, not storage. Why it is capped, what it costs, why position beats volume, and how to operate one well.

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Sentence Reflection

Correct is not the same as useful.

Usefulness depends on context and intent.

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Shelf / local-experiments

Context window stress test

A small experiment to see where longer context starts to degrade quality.

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