Unified Namespace (UNS) Reference Architecture for Industrial IoT in 2026
A production-grade UNS reference architecture for industrial IoT — Sparkplug B, broker topology, schema governance, ISA-95 alignment, and failure modes.
OPC UA vs MQTT Sparkplug B: Which Wins for Industrial Telemetry in 2026 (Updated April 2026)
Updated April 2026 — OPC UA vs MQTT Sparkplug B benchmarks, architecture trade-offs, UNS pattern, and when each wins for industrial telemetry in 2026.
Building a Digital Twin with DTDL v3 and Azure Digital Twins: End-to-End Tutorial
Full walk-through: model in DTDL v3, deploy Azure Digital Twins, ingest telemetry, query the twin graph, and build a dashboard.
ArgoCD vs Flux for GitOps at Scale: An Architecture Decision Record
A full ADR comparing ArgoCD and Flux for multi-cluster GitOps — context, options, weighted criteria, consequences, and revisit triggers.
Prime Editing 3.0: How the Newest CRISPR Variant Works (and Why It Matters)
A plain-English walk-through of Prime Editing 3.0 — what PE3 fixes vs base editing, how pegRNAs work, and where it still fails.
Designing a Low-Latency Market Data Feed Handler: Engineering Guide
Feed handler engineering — kernel bypass, lock-free ring buffers, A/B arbitration, timestamp sync, and the bad-design smells to avoid.
A Comparative Analysis of State-of-the-Art Object Detection Models
1. Introduction 1.1 Object Detection: A Foundational Computer Vision Task Object detection stands as a cornerstone task within computer vision, aiming to identify and precisely locate object instances belonging to…
A Technical Overview of AI/ML Segmentation Models: Types, Comparison, and Applications
Audio I. Introduction to AI/ML Segmentation A. Defining Segmentation in the AI/ML Landscape Segmentation, within the context of Artificial Intelligence (AI) and Machine Learning (ML), refers to the fundamental process…
NVIDIA Jetson + K3s: Edge AI Cluster Tutorial (2026)
Hands-on 2026 tutorial — add NVIDIA Jetson Orin nodes to a k3s edge AI cluster: nvidia-container-runtime, taints, MIG, GPU operator, monitoring.
Vector Search in CouchDB: 2026 Update & Alternatives
2026 update on vector search options for CouchDB — native extensions, hybrid PouchDB+SQLite-Vec, and when to move to a dedicated vector store.