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K3s at the Edge: A Production Kubernetes Guide for 2026

K3s at the Edge: A Production Kubernetes Guide for 2026

Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inKubernetes3 Comments
K3s at the edge in 2026: production-hardened deployment patterns, HA datastore choices, and lessons from real IIoT rollouts.
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NVIDIA Jetson + K3s: Edge AI Cluster Tutorial (2026)

NVIDIA Jetson + K3s: Edge AI Cluster Tutorial (2026)

Posted by By mprcba June 28, 2026Posted inKubernetesNo Comments
A hands-on NVIDIA Jetson and K3s edge AI cluster tutorial: provision nodes, enable GPU scheduling, deploy a vision model, and run inference at the edge.
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KubeEdge vs K3s vs MicroK8s: Edge Kubernetes (2026)

KubeEdge vs K3s vs MicroK8s: Edge Kubernetes (2026)

Posted by By MPRAUTO MPRAUTO June 8, 2026Posted inKubernetesNo Comments
A 2026 deep-dive comparing KubeEdge, K3s, and MicroK8s for edge Kubernetes: architecture, offline autonomy, footprint, and a production setup walkthrough.
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Kubernetes vs Nomad for Edge Workloads: Decision Matrix (2026)

Kubernetes vs Nomad for Edge Workloads: Decision Matrix (2026)

Posted by By MPRAUTO MPRAUTO May 26, 2026Posted inTechNo Comments
Kubernetes vs Nomad for edge workloads — weighted decision matrix across footprint, scheduling, multi-cloud, ecosystem, and operational realities.
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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 inKubernetes1 Comment
K3s vs MicroK8s vs KubeEdge for edge clusters — an ADR weighing footprint, offline behavior, device management, and operational cost.
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  • LLM Token Economics: Cost per Token, Unit Economics and Gross Margin of AI Features (2026)
  • AI Agent Identity and Delegated Authorization: OAuth Token Exchange, On-Behalf-Of Flows and Workload Identity for Agents (2026)
  • LLM Inference SLOs: TTFT, TPOT, Goodput and Capacity Planning for Production Serving (2026)
  • Module Type Package (MTP) and Modular Production: VDI 2658, POL Orchestration and OPC UA Process Modules (2026)
  • Sandboxing AI Agent Code Execution: Firecracker microVMs, gVisor, WebAssembly and Container Isolation Compared (2026)
  • Kafka KRaft in Production: Migrating Off ZooKeeper — A Hands-On Guide (2026)
  • RWA Tokenization Architecture: Issuance to Settlement
  • Iceberg vs Delta vs Hudi for Lakehouses: 2026 ADR
  • Building an MQTT-to-Kafka Bridge with Kafka Connect: Production Tutorial
  • Azure Time Series Databases: Data Explorer & Cosmos DB Architecture (2026)
  • Product Carbon Footprint Data Exchange: ISO 14067, PACT Network and PCF Roll-Ups Through the BOM (2026)
  • Design-to-Cost and Should-Cost Modeling in PLM: Parametric Costing, BOM Cost Rollups and Supplier Quote Analysis (2026)
  • Prompt Management and Versioning for LLM Apps: Registries, Eval Gates, Rollouts and Rollback (2026)
  • Digital Twin Consortium Reference Architecture: Capabilities Periodic Table, Maturity and How It Maps to Real Platforms (2026)
  • Industrial DataOps Architecture: Contextualization, Data Models and Pipelines Between OT and the Enterprise (2026)
  • Embedded Finance and Banking-as-a-Service Architecture: Sponsor Bank Ledgers, Program Management and Compliance Boundaries (2026)
  • Tokenized Deposits vs Stablecoins vs CBDC: Bank Money on Programmable Rails, Architecture and Settlement (2026)
  • Software Catalog and Service Scorecards: Ownership Metadata, Backstage catalog-info and Engineering Standards at Scale (2026)
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  • OPC UA Robotics Companion Specification (OPC 40010): Robot Information Model, Skills and Integration (2026)
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  • PLM Graph Database Impact Analysis: Where-Used, Change Propagation and Neo4j vs Relational BOM Queries (2026)
  • Passkeys for Payments: FIDO2, WebAuthn and Secure Payment Confirmation in Checkout Flows (2026)
  • Data Versioning for ML: lakeFS vs DVC vs Delta Lake Time Travel for Reproducible Training (2026)
  • LLM API Prompt Caching Economics: Explicit vs Implicit Caching, TTLs and Break-Even Math Across Providers (2026)
  • The June 2026 Open-Weight Model Flood, Explained
  • Samsungs All-AI Factories by 2030: An Analysis
  • Intel-Foxconn Rack-Scale AI Infrastructure: 2026 Analysis

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