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Risk-sized autonomy for GitLab Duo agents: low-risk changes go from issue to production with no human; risky ones get fewer privileges, a dark launch and auto-rollback.
AI agents can now run PayPal refunds and payouts. Warden lets them work inside limits you set in plain English, and blocks scams and hidden prompt injections that steer them.
A Ring-powered doorstep assistant for elderly and low-vision residents: it watches doorbell video, tracks packages and odd-hour visits, and sends calm, accessible updates to residents and caregivers.
A personal AI assistant that can't be turned against you. Nemotron-powered firewall stops prompt-injection attacks: 38.6% → 5.0% attack success on a held-out AgentDojo benchmark.
