Google AI ModeAug 9, 2026
For high-impact or destructive actions (e.g., financial transactions, bulk data deletions, or external publishing), orchestration frameworks like LangGraph or specialized governance layers (e.g., Aptly ) enforce asynchronous, out-of-band confirmation
