Red-Teaming

From Feature to Facility: How AI Agents Are Becoming a Governed Execution Layer

May 22, 2026 · agentic-economy, ai-agents, governance, search, security, red-teaming, multi-agent-systems, enterprise-ai

Agents are moving into mass-market interfaces like Search while enterprises institutionalize them through capability governance and security red-teaming—tightening the feedback loop between commercialization and control as the agentic economy takes shape.