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Building Needflare: An Autonomous Disaster Intelligence & Logistics Agent with Gemini 3.7, Gemma 4 & Google Veo
This article was created for the purposes of entering the Google Cloud: All Things Agentic Hackathon.
In catastrophic natural disasters like flash floods, hurricanes, and earthquakes, cellular networks collapse and emergency dispatchers are overwhelmed with thousands of fragmented, panic-driven field messages. Volunteers trying to coordinate over open radio frequencies or mesh airwaves risk leaking sensitive Personally Identifiable Information (PII) such as phone numbers, names, and vulnerab...
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