Skip to content
IoT Digital Twin PLM
  • Home
  • About
  • Blog
  • Consult
  • Contact
  • Cookie Policy
  • Disclaimer
  • Privacy Policy
  • Terms of Service

Kubernetes

  • Home
  • Blog
  • Kubernetes
Azure IoT Akri: Kubernetes Resource Interface Deep Dive (Updated 2026)

Azure IoT Akri: Kubernetes Resource Interface Deep Dive (Updated 2026)

Posted by By mprcba May 16, 2026Posted inKubernetesNo Comments
Azure IoT Akri turns leaf devices into Kubernetes resources — discovery handlers, brokers, instance lifecycle, and a 2026 production setup walkthrough on AKS Edge Essentials.
Read More
Sidecar vs eBPF Service Mesh: An ADR for 2026 Production Workloads

Sidecar vs eBPF Service Mesh: An ADR for 2026 Production Workloads

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inKubernetesNo Comments
ADR for sidecar vs eBPF service mesh in 2026 — context, options (Istio Ambient, Cilium Mesh, Linkerd2), trade-offs, consequences, and the decision criteria we settled on.
Read More
Backstage 1.30 IDP Setup: Templates, Catalog, TechDocs Production Guide

Backstage 1.30 IDP Setup: Templates, Catalog, TechDocs Production Guide

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inKubernetesNo Comments
Production Backstage 1.30 IDP setup — software catalog, scaffolder templates, TechDocs, auth plugins, and a working docker-compose stack with PostgreSQL and Kubernetes ingestion.
Read More
GitOps for Industrial Fleets: ArgoCD vs Flux Production Tutorial

GitOps for Industrial Fleets: ArgoCD vs Flux Production Tutorial

Posted by By MPRAUTO MPRAUTO April 29, 2026Posted inKubernetesNo Comments
GitOps for industrial fleets in 2026 — ArgoCD vs Flux step-by-step, ApplicationSets for thousands of edges, sync waves, and how to handle disconnected sites and rollbacks.
Read More
Crossplane Composition Functions: Internal Developer Platform Guide

Crossplane Composition Functions: Internal Developer Platform Guide

Posted by By MPRAUTO MPRAUTO April 24, 2026Posted inArchitectureNo Comments
Crossplane Composition Functions (v1.14+) deep dive — Pipeline Mode, KCL/Python/Go runtimes, building self-service IDP abstractions, and when functions beat raw patches.
Read More
Karpenter Node Autoscaling for Kubernetes: Production Deep Dive

Karpenter Node Autoscaling for Kubernetes: Production Deep Dive

Posted by By MPRAUTO MPRAUTO April 23, 2026Posted inKubernetesNo Comments
How Karpenter replaces cluster-autoscaler in production — NodePool design, consolidation, disruption budgets, spot-on-demand mixing, and real-world cost savings (2026).
Read More
Production MQTT Cluster with EMQX on Kubernetes: Complete Tutorial 2026

Production MQTT Cluster with EMQX on Kubernetes: Complete Tutorial 2026

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted iniiotNo Comments
Hands-on tutorial for a production EMQX MQTT cluster — Helm install, node mesh, persistence, TLS, metrics, load testing, and HA failover patterns.
Read More
eBPF for Kubernetes Observability: An Architecture Decision Record for Replacing Traditional APM

eBPF for Kubernetes Observability: An Architecture Decision Record for Replacing Traditional APM

Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inKubernetesNo Comments
Architecture decision record for adopting eBPF-based observability in Kubernetes. Comparison with traditional APM agents, Cilium/Hubble/Pixie evaluation, performance overhead analysis, and migration path.
Read More
Kubernetes at the Edge with K3s: A Production-Grade Setup Guide

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.
Read More
ArgoCD vs Flux for GitOps at Scale: An Architecture Decision Record

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.
Read More

Posts pagination

1 2 Next page
  • How GPS Atomic Clocks Actually Work: Precision Timekeeping
  • Cryo-EM at 1.2 Å: Atomic Resolution Milestone Explained (2026)
  • Arm Neoverse V3 Reshapes Enterprise Server Design (2026)
  • Real-Time Risk Engine for Crypto Derivatives: Architecture (2026)
  • eBPF Observability with Pixie + Cilium: Tutorial (2026)
  • Iceberg vs Delta vs Hudi for Industrial Lakehouse: 2026 ADR
  • vLLM vs SGLang vs TensorRT-LLM: H100 Benchmark (2026)
  • Speculative Decoding for LLM Inference: Architecture (2026)
  • OPC UA FX in 2026: Field-Level Communications Goes Open
  • ROS2 Jazzy on Jetson Orin: Warehouse Robotics Tutorial (2026)
  • Sparkplug B vs OPC UA PubSub: 2026 Decision Matrix
  • Unified Namespace Architecture: HiveMQ + Sparkplug B (2026)
  • Advanced Manufacturing KPIs: 2026 Field Guide (OEE, FPY, Beyond)
  • inmation Software in 2026: Pros, Cons, and Where It Fits
  • Brownfield IoT: Legacy Machine Connectivity Playbook (2026)
  • Connected Vehicle V2X: Reference Architecture (2026)
  • Video Analytics Edge Architecture: Low-Latency Design (2026)
  • How Atomic Clocks Actually Work: From Quantum Resonance to GPS
  • Geometric Deep Learning for Materials Discovery: GNoME, MatterGen, 2026 SOTA
  • Hyperscaler Capex Wars 2026: AI Compute Reshapes Cloud Economics
  • Limit Order Book Reconstruction from ITCH: Systems Architecture (2026)
  • Backstage 1.30 IDP Setup: Templates, Catalog, TechDocs Production Guide
  • Sidecar vs eBPF Service Mesh: An ADR for 2026 Production Workloads
  • Q2 2026 Open-Source Embedding Models Benchmark: BGE, GTE, E5, Stella, Nomic
  • RAG Over CAD and BOM: Reference Architecture for PLM Knowledge Retrieval
  • Why Industrial AI Pilots Fail in 2026 — The Data Maturity Problem
  • OPC UA PubSub over MQTT 5: A Production Implementation Tutorial
  • UNS vs Data Mesh vs Data Fabric for Industrial Data (2026)
  • Sparkplug B 3.0 Edge of Network Architecture: Production Reference
  • Azure IoT Akri: Kubernetes Resource Interface Deep Dive (Updated 2026)
  • Industrial Robotic Systems Architecture: Future Reference (2026)
  • Digital Twin vs Simulation: Architecture Decision Guide (2026)
  • Matter Protocol 2.0 Smart Home Architecture: Deep Dive (2026)
  • Unified Namespace (UNS) for Industrial Data: 2026 State-of-the-Art Guide
  • WebAssembly at the Edge: WASI Preview 3 Runtime Architecture (2026)
  • Q2 2026 LLM Inference Benchmark: vLLM vs TGI vs SGLang vs Triton
  • Digital Twin Standards: ISO 23247 vs ISO/IEC 30173 vs DTC Reference
  • MQTT 5.0 Features Deep-Dive: Shared Subs, Topic Aliases, Flow Control
  • GitOps for Industrial Fleets: ArgoCD vs Flux Production Tutorial

Leave a Comment and share if you find it helpful Reading the Article in IoT Digital Twin PLM Site

Home

Tag Cloud

ADR Agentic AI AI Agents amqp Anthropic architecture benchmark Cilium claude comparison Data Engineering digital twin eBPF Edge AI edge computing Fact Check GitOps humanoid robots iiot Industrial IoT industrial protocols Industry 4.0 iot IoT Protocols ISA-95 Kubernetes LLM inference manufacturing matter MCP messaging modbus MQTT Observability OPC UA PLM RAG ROS2 scada smart-home Sparkplug B thread Time Series Database Unified Namespace UNS

Categories

  • AI 42
  • Architecture 22
  • Artist 2
  • aws 2
  • Azure 5
  • Business 4
  • cv 1
  • Development 8
  • Digital Transformation 2
  • Digital Twin 18
  • FCP 1
  • Health 2
  • iiot 62
  • iot 12
  • Kubernetes 15
  • Network 5
  • PLM 3
  • Science 11
  • Script 1
  • Security 4
  • Stories 1
  • Tech 25
  • Trends 1
  • Uncategorized 13
Copyright 2026 — IoT Digital Twin PLM. All rights reserved. Sinatra WordPress Theme
Scroll to Top