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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.
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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.
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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.
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CNI Comparison: Calico vs Cilium vs Flannel vs Multus 2026

CNI Comparison: Calico vs Cilium vs Flannel vs Multus 2026

Posted by By MPRAUTO MPRAUTO April 27, 2026Posted inKubernetesNo Comments
Kubernetes CNI showdown — Calico, Cilium, Flannel, Multus compared on performance, eBPF data plane, network policy, multi-network, and the 2026 production picks for industrial edge.
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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).
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Cilium eBPF Service Mesh: L3-L7 Networking, Observability, Security 2026

Cilium eBPF Service Mesh: L3-L7 Networking, Observability, Security 2026

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted inKubernetesNo Comments
Complete Cilium service mesh guide — eBPF datapath, Envoy integration, L7 policies, Hubble observability, and sidecarless vs Istio trade-offs.
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eBPF for Observability: How Kernel-Level Tracing Replaced Traditional APM

eBPF for Observability: How Kernel-Level Tracing Replaced Traditional APM

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inKubernetesNo Comments
eBPF observability guide — verifier, maps, probes, Cilium/Pixie architectures, continuous profiling, and why kernel-level tracing wins over APM.
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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.
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Edge AI Inference at Scale: Deploying Optimized Models on NVIDIA Jetson, Intel Movidius, and ARM NPUs

Edge AI Inference at Scale: Deploying Optimized Models on NVIDIA Jetson, Intel Movidius, and ARM NPUs

Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inKubernetesNo Comments
Complete engineering guide to deploying optimized AI models on edge hardware. Model quantization, TensorRT optimization, containerized inference pipelines, and fleet management at scale.
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FinOps Meets GreenOps: Engineering Cloud Cost Optimization and Carbon-Aware Workload Scheduling

FinOps Meets GreenOps: Engineering Cloud Cost Optimization and Carbon-Aware Workload Scheduling

Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inKubernetesNo Comments
How to engineer FinOps and GreenOps into your cloud infrastructure. Real-time cost attribution, carbon-aware workload scheduling, and Kubernetes resource optimization patterns.
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  • A Comparative Analysis of Advanced Machine Learning Models for Predictive Maintenance in Modern Manufacturing
  • Private Endpoint The Complete guide
  • SOLID Principles Explained: A Practical 2026 Guide
  • Zigbee Protocol: Architecture, Mesh Networking & IoT Applications
  • Conceptual vs Logical vs Physical Architecture — Comparison
  • How Tokamak Fusion Reactors Actually Work (2026)
  • Predicting Protein Conformational States with AI (2026)
  • Siemens + NVIDIA’s Industrial AI OS: A 2026 Analysis
  • Market Data Feed Handler: ITCH & Order Book (2026)
  • KubeEdge vs K3s vs MicroK8s: Edge Kubernetes (2026)
  • Edge Observability ADR: OpenTelemetry vs Prometheus+Loki
  • FP8 vs INT8 vs INT4 LLM Quantization Benchmark (2026)
  • LLM Output Validation: Structured Outputs & Guardrails
  • Humanoid Robots Hit the Factory Floor: 2026 Analysis
  • ThingsBoard IoT Platform Tutorial: Devices to Dashboards
  • LoRaWAN vs NB-IoT vs LTE-M: Industrial IoT (2026)
  • Industrial Metaverse Reference Architecture (2026)
  • Asset Administration Shell Tutorial with Eclipse BaSyx
  • How Waves Actually Work: The Physics of Waves Explained
  • Digital Twin in Healthcare: Architecture, Applications & Clinical Impact
  • Anomaly Detection in Manufacturing: Algorithms, Architecture & ROI
  • AMQP vs MQTT: Protocol Architecture Comparison for IoT & Enterprise
  • EtherNet/IP Protocol: Complete Industrial Communication Guide
  • Why Lithium-Ion Batteries Catch Fire: Thermal Runaway
  • Cryo-EM Meets AI: Structure Prediction in Drug Discovery
  • Lights-Out Factories in 2026: What the Data Shows
  • Order Book Imbalance Features: A Microstructure Design
  • Argo Rollouts: Progressive Delivery for Edge Fleets
  • Iceberg vs Delta vs Hudi for IIoT Lakehouse: An ADR
  • On-Device SLM Inference: A 2026 Edge GPU Benchmark
  • Context Engineering for Production LLM Agents (2026)
  • NVIDIA Omniverse for Factory Digital Twins: 2026 Analysis
  • Aras vs Teamcenter vs Windchill: PLM Compared (2026)
  • OPC UA over TSN: Deterministic IIoT Reference Architecture
  • Carbon Footprint of Industrial AI Inference: 2026 Living Benchmark
  • Time-Series Forecasting at the Edge: 2026 Production Patterns
  • ROS 2 Jazzy to Kilted Migration Guide (2026)
  • Build a Digital Twin for a CNC Machine: Step-by-Step 2026 Tutorial
  • Edge MLOps Pipelines for Industrial IoT: 2026 Production Architecture

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