Dev Builds Pixel-Art GPU Cluster Dashboard in 20 Mins Using GLM Agent
Porespellar · reddit · 2026-08-05
A developer repurposed an idle 32x32 pixel display (Divoom Pixoo-max) into a physical monitoring dashboard for a vLLM GPU cluster.
- Hardware: A vLLM Ray cluster consisting of 3 Dell workstations with RTX A6000 GPUs, plus a Dell GB10 handling Bluetooth and display casting.
- Agent Development: Using a Hermes Agent powered by GLM 5.2, the developer simply provided relevant GitHub repos and requirements. The Agent autonomously wrote the Python application in about 20 minutes.
- Features: The app pulls data via Ray Dashboard API, vLLM metrics endpoints, and SSH nvidia-smi calls, displaying GPU temps and utilization intuitively using colors and cycling screens on the pixel display.
More from coding & agent
- AI Agent Learns New Skills Autonomously: 8-Agent Loop Scours GitHub for Workflows — alexcovo_eth · 2026-08-05
- Pitfall: Claude API Skill Descriptions May Trigger Safety Classifiers — voooooogel · 2026-08-05
- Dev Workflow: 90% Codex, Drops Kimi K3 for GPT-5.6 Luna Max — DeryaTR_ · 2026-08-05
- Agents Out of Control? Dev Slams Sonnet/Opus as Unsteerable in Monorepos — mattrickard · 2026-08-05
- AI Agent Builders Discuss Competitor Tracking and LLM Visibility — Srinidhi_Murali · 2026-08-05
- Maximizing 8GB VRAM: A Hybrid Local and Frontier Model Coding Workflow — RootExploit_ · 2026-08-05