Skip to Main Content

Heat Threshold

Google I/O Hackathon

Heat Threshold answers one question: should I go outside, and when? You type (or speak) a location, an activity, and a time. A primary Gemini 3.5 Flash agent dispatches a graph of ten sub-agents — three uploaded as persistent Managed Agent definitions, one weather cascade (NWS → Open- Meteo), and six deterministic sub-agents for routing, sun-shade math, refuge scheduling, and Street View. It returns a go / delay / alternate verdict grounded in Stull (2011) wet-bulb math and USMC 6200.1E flag thresholds. Same plan, three surfaces: a 2D bento dashboard, a playable WebXR HUD over Google Photorealistic 3D Tiles, and a Gemini Live voice mode that calls our Managed Agents pipeline as a tool — bridging the two newest Gemini APIs through function calling. Every run is traced by PlatAtlas, recorded to Vercel Blob by McpTape, and replayable via McpReplay (?replay=<runId>) — the demo safety net. Built today, 10:30 AM – 5:00 PM PT. MIT. Environmental scheduling tool, not medical advice.

Team

craigmerry

Placement

Participant

More from Google I/O Hackathon

Billie Gene is a rapid vaccine-design research acceleration platform built to reduce the early bottleneck in responding to emerging viral outbreaks such as…

Billie Gene project preview

Our technology has reached the point where society needs to stop putting human lives at risk and start leveraging the tools around us. Picture this: a…

Sky Guardian project preview

An RL environment to help train your managed agents in your voice.

us06web.zoom.us/…

1 in 4 Americans lives with a disability, yet most cities have no systematic way to audit pedestrian infrastructure for ADA compliance at scale. Manual…

Autonomous Infrastructure Auditor project preview

Gemini Lifeguard Rescue is an AI-powered water safety system that helps lifeguards detect and respond to emergencies faster. The demo focuses on beach rescue…

Gemini Lifeguard Rescue project preview

Autonomous Android Simulator Player Fleet & Telemetry Ingest It is a premium, real-time platform designed to run autonomous gameplay testing agents on a…

Autonomous Player Fleet project preview