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Gabe Goodhart PromptOwl

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Preprint Jul 2026

ContextNest: Verifiable Context Governance for Autonomous AI Agent

ContextNest, an open specification and reference implementation for governed AI-consumable knowledge vaults, and first empirical results from two controlled experiments suggest that context governance addresses failure modes retrieval quality alone is not designed to resolve.

Misha Sulpovar, B. Konsynski, Qaish Kanchwala et al. · 0 citations