observation-masking-zero-overhead-vs-summarization
Replace stale tool outputs with ‘[Previous N lines elided]’ rather than summarizing them. Observations constitute 83.9% of agent tokens; masking has zero overhead versus 5-7% for summarization and is equally effective at freeing context. Summarizing old tool outputs wastes tokens on content that is already superseded by newer calls.
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