MyAI Future Hackathon 2026 · Track 2 — Citizens First
Arus — Banjir Drill
A 7-minute flood-coordination drill for Malaysian citizens. Play NADMA dispatcher during the 2021 Klang Valley floods — feel why coordination is hard, not just be told.
Gemini 2.5 ProGoogle ADKMCPGoogle AntigravityVeo 3.0Cloud Run · asia-southeast1MetMalaysia live feedSDG 4 · 11 · 13 · 17
Watch the drill.
5-minute overview. Real 2021 Shah Alam scenario, 8 live calls, Gemini-authored narration, end-of-session debrief with commentary.
The gap we're closing.
Taman Sri Muda, December 2021. The MDPI 2025 post-mortem named public awareness as a systemic gap. Existing apps — Portal Bencana, InfoBanjir, MetMalaysia — are information pipes. None let a citizen feel why coordination is hard.
40,000
displaced
54
fatalities
16 h
rooftop wait, Sri Muda
1,500
claimants · MYR 3.7M lawsuit
Three lenses, one engine.
Same simulation core. Three ways to learn how a real dispatcher thinks.
PLAY
You are Datuk Nadia at NADMA. 8 incoming calls over 7 minutes. 4 gauges respond to every choice — lives saved, assets spent, inter-agency trust, time. Manual drone dispatch on the 3D tactical map scouts hotspots.
COACH
A 2-stage Google ADK agent fires on every card. Assessor queries fleet state via 9 MCP tools; Recommender returns a structured, bilingual recommendation + a ghost drone at the suggested coordinate. Follow or override.
WATCH AI
A 5-stage autonomous ADK pipeline — Assess → Strategise → Dispatch → Analyse → Agency Brief — drives the whole simulation. Technical-depth demo for judges who want to see full agentic capability.
How it's built.
One deterministic simulation at the core. Gemini at the boundaries, not in the loop. Real MetMalaysia feed. All co-existing in one Python process on Cloud Run.
Layer
Stack
Frontend
React 18 · React Three Fiber · Zustand · Tailwind · Vite
Backend
FastAPI · WebSocket · Python 3.12 · NumPy · SciPy
Simulation
GridWorld (20×20, A* pathfinding) · deterministic engine · real kampung names (Kelantan + Johor)
