Everything on Risk Control

Hard boundaries are required for irreversible actions because probabilistic models cannot be fully trusted. Judgment engines can handle routine approvals while humans review material exceptions.

Impact: Prevents catastrophic outcomes and consent fatigue. Makes production deployment of autonomous agents more defensible.

— from Agent Identity And Mission Scoped Permissions · The AI Native Dev - from Copilot today to AI Native Software Development tomorrow· Aug 11, 2026