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Istio Ambient Mesh vs Linkerd: Service Mesh ADR (2026)

Istio Ambient Mesh vs Linkerd: Service Mesh ADR (2026)

Posted by By MPRAUTO MPRAUTO May 25, 2026Posted inKubernetesNo Comments
Istio ambient mesh vs Linkerd — an ADR weighing sidecarless overhead, mTLS, L7 policy, operational cost, and when each mesh is the right call.
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OpenTofu in Production: Migrating from Terraform (2026)

OpenTofu in Production: Migrating from Terraform (2026)

Posted by By MPRAUTO MPRAUTO May 25, 2026Posted inKubernetesNo Comments
Migrate from Terraform to OpenTofu in production — drop-in compatibility, state encryption, CI changes, and a safe step-by-step cutover plan.
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K3s vs MicroK8s vs KubeEdge: Edge K8s ADR (2026)

K3s vs MicroK8s vs KubeEdge: Edge K8s ADR (2026)

Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inKubernetesNo Comments
K3s vs MicroK8s vs KubeEdge for edge clusters — an ADR weighing footprint, offline behavior, device management, and operational cost.
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OpenTelemetry for Industrial IoT Observability (2026)

OpenTelemetry for Industrial IoT Observability (2026)

Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inKubernetesNo Comments
OpenTelemetry for industrial IoT observability — instrument edge services, run the OTel Collector, and ship traces, metrics, and logs end to end.
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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.
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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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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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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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  • PackML and the ISA-TR88 Machine State Model Architecture (2026)
  • Scientific Foundation Models for Chemistry, Materials, and Biology (2026)
  • Real-Time Treasury and Intraday Liquidity Architecture (2026)
  • Kubernetes GPU Sharing: MIG, Time-Slicing, and MPS (2026)
  • Prefill/Decode Disaggregation for LLM Serving: Architecture (2026)
  • Kimi K3 Explained: Architecture, Benchmarks, and Deployment (2026)
  • Kubernetes Policy as Code: Kyverno vs OPA Gatekeeper (2026)
  • LwM2M IoT Device Management Architecture (2026)
  • Laboratory Automation Orchestration: SiLA 2 and Lab-as-Code (2026)
  • Payment Orchestration Platform Architecture (2026)
  • Continuous Batching for LLM Inference: Architecture and Throughput (2026)
  • GLM-5.2 Explained: Architecture, Benchmarks, and Deployment (2026)
  • IoT Device Identity and Attestation Architecture (2026)
  • ML Interatomic Potentials: Simulation-in-the-Loop Discovery (2026)
  • Agentic Payments Architecture: How AI Agents Pay Safely (2026)
  • OpenTelemetry Logs: Unified Telemetry Pipeline Architecture (2026)
  • LLM Model Routing Architecture: Cost and Quality at Scale (2026)
  • Grok 4.20 Explained: Architecture, Benchmarks, and Deployment (2026)
  • AI for Science Landscape 2026: Periodic Labs, Lila Sciences, and the Self-Driving-Lab Race
  • The Autonomous Materials-Discovery Pipeline: Closed-Loop Synthesis and Characterization (2026)
  • The AI Scientist Architecture: LLM Planners That Generate Hypotheses and Dispatch Experiments (2026)
  • Bayesian Optimization for Autonomous Experiments: The Planner Inside a Self-Driving Lab (2026)
  • The Experimental-Data Moat: Why AI Labs Are Building Robots to Make Their Own Data (2026)
  • Self-Driving Lab Architecture: The Closed Loop That Runs Experiments (2026)
  • Kimi K2 Explained: Architecture, Training, and Benchmarks (2026)
  • LLM Semantic Caching Architecture: Cut Inference Cost and Latency (2026)
  • TwinOps: The Operational Lifecycle Architecture for Digital Twins (2026)
  • Card Tokenization and the PCI DSS Vault: A Payment Security Architecture (2026)
  • Kubernetes In-Place Pod Resize: Rightsizing Without Restarts (2026)
  • Small Language Models on Device: Edge Inference Architecture (2026)
  • Google Gemini 3.5 Pro Explained: Architecture, Benchmarks, and 2M Context (2026)
  • Airflow vs Dagster vs Prefect: Data Orchestration Compared (2026)
  • Ledger Database Architecture: Double-Entry Accounting at Scale (2026)
  • Kubernetes Multi-Cluster Management with Cluster API: A 2026 Reference Architecture
  • MCP Server Security Architecture: Defending Model Context Protocol Tools (2026)
  • Secure OTA Firmware Update Architecture for IoT Devices (2026)
  • Connectomics in 2026: Mapping the Brain Wire by Wire with AI
  • Google Gemini 3.5 Flash Explained: Architecture, Benchmarks, and Deployment (2026)
  • How Radar Actually Works: Pulses, Doppler, and Phased Arrays

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