SYSTEM TOPOLOGY
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ZERO-OVERHEAD STACK
Enterprise System Architecture
Engineered for mission-critical industrial manufacturing with pure asynchronous Python on the edge and modular Vanilla JS in the browser.
Pure Python Edge Core
Built with asynchronous FastAPI and Uvicorn workers. Dispatches frame buffers into PyTorch CUDA and TensorRT acceleration runtimes with zero garbage-collection latency spikes.
- FastAPI Non-blocking Async Event Loop
- Direct OpenCV Multi-Threaded Capture
- Sub-42ms Optical Inference Latency
SQLite WAL Concurrency
Utilizes Write-Ahead Logging (WAL) mode to permit concurrent live telemetry writes from multiple camera inference workers while frontend operators execute complex audit queries.
- PRAGMA journal_mode = WAL
- Cryptographic Passlib Password Hashing
- Zero Database Lock Contentions
Modular Vanilla JS Frontend
Zero-dependency framework architecture using ES6 native modules, Three.js 3D isometric factories, Canvas 2D overlays, and Web Speech PA emergency dispatch.
- Native ES Module Component Architecture
- Hardware-Accelerated WebGL Rendering
- Instant Client-Side OSHA PDF Generation