Real-time camera-based person-detection perimeter safety system: YOLOv8, auto-derived SLOW ring, fail-safe hysteresis RUN/SLOW/STOP state machine, two-tone alarm and evidence capture. FastAPI + WebSocket + pywebview.
MCP server for IFA SISTEMA (ISO 13849-1): generate and check SISTEMA projects with an AI assistant, using VDMA 66413 component libraries
Industrial automation guides, PLC tutorials, sensor troubleshooting and machine safety resources for engineers in Indonesia.
AI-powered mechanical safety compliance advisor using RAG, multi-agent analysis, and machine operational data.
Industrial automation products including PLC controllers, sensors, safety light curtains and machine safety solutions by DAPPRA Automation.
Compact Candle GRBL plugin: real-time limit switch monitor. Per-axis X/Y/Z pin indicators from the Pn: status field, probe/door pins, red warning when a switch trips, optional one-click $T escape buttons (ALOE FIXED7 firmware).
Command a machine over MQTT and try to break it. Consequence-class safety gates, watchdogs during motion, an operator HMI, and an 11-check break-it harness that runs in CI.
Camera-based machine safety: 15 cameras + YOLOv8 detect a person in a danger zone and stop the machine through a Delta PLC. Fail-safe by design. Write-up and diagrams (client code and footage private).
Veo Robotics — independent third-party profile of a public API surface, by API Evangelist. Veo Robotics built FreeMove, a 3D depth-sensing computer vision safety system that lets standard industrial robots work safely alongside people by monitoring workcells and dynamically restricting or resuming robot motion.
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