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security | Hillary Njuguna
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The Poisoned Instrument: Security and Sovereignty in the Agentic Runtime
An analysis of the trust assumptions in model orchestration. We contrast the vulnerability profile of static tool-registry systems (MCP) with dynamic discovery models (RTDC) and self-healing AST compilers (BIGBAG) to define the perimeter of sovereign execution.
research
Specimen: The PocketOS Incident
A formal diagnostic of the April 2026 governance collapse in the PocketOS agentic layer, and the architectural remediations it mandated for GIS v1.1.