arxivcs.SEcs.AI2026-07-01
Risk Architecture for AI-Native Engineering Teams: An Organizational Framework for Agentic System Governance
Engineering management research has produced mature frameworks for software risk: ownership by feature, escalation by severity, and assurance by test coverage. These frameworks implicitly assume deterministic behavior, discrete and auditable change events, and clear component-to-…