ποΈ Overview
Engineering case studies β 7 selected real-world cases from 17 extensions + 6 components, with full engineering analysis
ποΈ weather-forecast-v2
Build your first NeoMind data-type extension β full engineering walkthrough of weather-forecast-v2 (HTTP polling + periodic metrics + React frontend)
ποΈ yolo-device-inference
Deploy YOLOv8 object detection to edge devices with NeoMind's first AI inference extension β full engineering walkthrough of lazy model loading, ONNX Runtime dylib governance, and capability-based device frame acquisition
ποΈ yolo-video-v2
NeoMind's most complex streaming extension: Push-mode real-time video processing, YOLOv11 detection, ROI/line-crossing/smart-capture, ffmpeg-next + nokhwa dual backends, cross-platform ONNX Runtime dylib governance, and frontend MJPEG integration β a complete engineering dissection
ποΈ onvif-bridge
NeoMind standard protocol bridge case study: hand-written WS-Discovery multicast discovery, SOAP/WS-Security PasswordDigest client, PTZ control β no onvif-rs dependency, ~2700 lines of pure Rust covering ONVIF Profile S core capabilities
ποΈ uink-rms-bridge
NeoMind production-verified vendor bridge case study: Uink-RMS e-paper cloud platform bridging, JWT auth chain, MarkdownβImage rendering (pulldown-cmark + ab_glyph + imageproc), regional endpoint routing, DisplayEditorCard frontend integration β contrast with 4 onvif-bridge as proprietary vs standard
ποΈ metric card
Write your first NeoMind dashboard component β a complete engineering walkthrough of metric_card (IIFE injection + OKLCH glass + multi-format normalization)
ποΈ NE101 Camera Flagship
8 items
ποΈ Engineering Standards
Shared engineering standards β centralized reference for metadata/capability/version/build/test/release/security, referenced by all case studies