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SpecBox

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

  1. 2026-07-31 / skill-finderPreallocate agent sandboxes speculatively: P99 latency down 2.9x and peak memory down 45.9%SpecBox schedules sandbox creation speculatively rather than on demand when serving LLM agents, reporting up to 2.9x lower P99 latency and 45.9% lower peak memory. This is an infrastructure-side lever for anyone whose agent loop pays container-startup cost per tool call. Single-source and I read the abstract only, so treat the magnitudes as claimed rather than confirmed.

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SpecBox

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