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Every field note remains reachable as the lab grows.

AgentCore Runtime V2 makes snapshot timing part of state isolation, turning initialization boundaries into migration tests.

Two September announcements frame agent distribution around different triggers, channels, continuity, and approval moments.

Bind each agent status update to retained execution evidence, including failures, partial work, timing, and configuration identity.

On-premise deployment can support institutional control, while clinical authority requires evidence tied to the proposed action.

A migration test table separates spoken acknowledgment from asynchronous tool results and final confirmation in Gemini 3.8 Live.

A seven-state map helps operators distinguish ADVOCATE’s announced awards from authorization, deployment, and measured outcomes.

A proposed buyer test follows prior-authorization calls through waiting, denial, callback, and escalation, not just initial intake.

Meta documents a dedicated per-user VM for Muse, while provider-access prevention remains a planned confidential-computing capability.

Review AWS DevOps Agent configuration changes by lifecycle effect, with replacement checks and post-apply inventory verification.

Persistent agents need access rules that respond to elapsed time, inactivity, account changes, and completed work.