Serial protocol + natural-language control for ANDONT USB andon tower lights
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Updated
Jul 15, 2026 - Python
Serial protocol + natural-language control for ANDONT USB andon tower lights
VAST Builders Challenge: Scribner warehouse safety andon board detects near-miss hazards using Cosmos captions, YOLO11 detections, Embed1 semantic search on CoreWeave GPUs. Kubernetes deployment with live video, operator review, W&B retraining. https://luma.com/vastsf
Intelligent Andon + Prescriptive Maintenance — ML · RL · Telegram Bot for CNC fleet monitoring
Physical desktop status light for Claude Code and Codex CLI. An RP2040 + WS2812B LED strip shows agent state at a glance (green: working, yellow: waiting on you, red: idle), driven by agent hooks through a Python CLI.
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