AgentHands generates spatially grounded hand gestures for AI agents in extended reality. The system synchronizes physical movements with conversation context to improve non-verbal communication. This allows Google researchers to create more natural interactions between humans and virtual assistants. Practitioners can use this to reduce the uncanny valley in immersive interfaces.