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Ghost in the Machine 👻

A Tamagotchi-style dashboard for Tenstorrent Tensix cores telemetry. Translates hardware metrics into an animated ghost character—humanizing silicon. Read more here https://hackmd.io/2qfMbUTmSPK9frwKdR3VCA?view

Features

  • 5 Health States: Healthy → Tired → Sick → Critical → Dead (based on temp, L1 usage, utilization)
  • 12×12 Core Grid: Visualizes active Tensix cores per operation
  • Toggle View: Switch between Ghost SVG and pixelated grid
  • JSON Upload: Load real telemetry reports or use simulation sliders
  • Animated Timeline: Cycles through ops (embedding, matmul, attention, etc.)

Quick Start

cd ghost-app
npm install
npm run dev

Open http://localhost:3000

Deploy to Railway

cd ghost-app
railway up

Health Thresholds

State Condition
Dead temp > 75°C AND L1 > 90%
Critical temp > 70°C OR L1 > 85%
Sick temp > 65°C OR L1 > 75%
Tired utilization < 50%
Healthy default

JSON Schema

{
  "device_info": { "chip": "Wormhole", "temp": 58, "power": 95 },
  "l1_usage": { "used_bytes": 838860, "total_bytes": 1048576 },
  "op_timeline": [
    { "op_id": 1, "name": "matmul", "cores": [[0,0], [1,1]] }
  ],
  "perf_summary": { "avg_utilization": 0.82 }
}

Tech Stack

Next.js 15 · React 19 · TypeScript · Tailwind CSS · Framer Motion

License

MIT