Lessons from Deploying DeepStream on NVIDIA Jetson
Production incident lessons covering memory models, degraded operation, watchdogs, hot paths, and field observability.
Articles
A focused writing track for explaining the engineering behind Edge AI, computer vision, secure networking, and production industrial systems.
Building Zero-Touch Edge Deployments
Desired-state reconciliation, machine identity, idempotent deployment, and layered recovery for remote nodes.
Designing Secure WireGuard Meshes for Edge AI
Private connectivity, identity, peer lifecycle, and control-plane patterns for distributed sites.
Real-Time Optical Physics in the Browser
WebAssembly, Web Workers, and zero-copy memory mapping for responsive numerical modeling.
FastAPI vs Django for Industrial Systems
Tradeoffs around service boundaries, admin workflows, async work, and team velocity.