When Helpful Patterns Become Attack Vectors: The Shared Agent Memory Problem

Shared agent memory creates a paradox: the mechanism that enables helpful behavioral scaling is exactly what attackers exploit through memory poisoning. Protecting shared agent memory requires treating it as executable code with strict write-path governance and provenance tracking. Without proper access controls, a scaling tool becomes an attack surface that compromises agent autonomy.