Kubernetes at the Edge with K3s: A Production-Grade Setup Guide Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inKubernetesNo Comments HA K3s at the edge — embedded etcd vs external DB, overlay trade-offs, air-gap sync, upgrade path, and ARM64 specifics.
Agentic RAG Architecture Patterns: When Plain RAG Is Not Enough Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inAINo Comments Four agentic RAG patterns — planner-retriever, router, graph-RAG agent, reflective RAG. When each is worth it and the failure modes each introduces.
Why Humanoid Robotics Is Having Its ‘iPhone Moment’ in 2026 Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inTechNo Comments VLA models + falling actuator costs + labor constraints — why humanoid robotics hit an inflection point in 2026 and who ships first.
Unified Namespace (UNS) Reference Architecture for Industrial IoT in 2026 Posted by By MPRAUTO MPRAUTO April 15, 2026Posted iniiotNo Comments 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) Posted by By MPRAUTO MPRAUTO April 15, 2026Posted iniiotNo Comments 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 Posted by By MPRAUTO MPRAUTO April 15, 2026Posted inDigital TwinNo Comments 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 Posted by By MPRAUTO MPRAUTO April 15, 2026Posted inKubernetesNo Comments 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) Posted by By MPRAUTO MPRAUTO April 15, 2026Posted inScienceNo Comments 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 Posted by By MPRAUTO MPRAUTO April 15, 2026Posted inTechNo Comments Feed handler engineering — kernel bypass, lock-free ring buffers, A/B arbitration, timestamp sync, and the bad-design smells to avoid.