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Ignition 8.1 vs 8.3: 2026 Migration Guide Update

Ignition 8.1 vs 8.3: 2026 Migration Guide Update

Posted by By MPRAUTO MPRAUTO September 25, 2026Posted iniiotNo Comments
Ignition 8.3.9 (Aug 2026) fixes real 8.1-to-8.3 upgrade bugs: SMTP settings loss, alarm-journal filters, MQTT module bumps, and more. What to check before you upgrade.
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EMQX 6.3 LTS vs 5.8 LTS: Breaking Changes and Migration

EMQX 6.3 LTS vs 5.8 LTS: Breaking Changes and Migration

Posted by By MPRAUTO MPRAUTO September 24, 2026Posted inTechNo Comments
EMQX 6.3 is the new LTS. Strict MQTT parsing, Feature Gates, locked Prometheus and ACL defaults: every breaking change vs 5.8 LTS and a safe upgrade plan.
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Gateway API v1.6 TCPRoute and UDPRoute vs LoadBalancer Services and Vendor CRDs

Gateway API v1.6 TCPRoute and UDPRoute vs LoadBalancer Services and Vendor CRDs

Posted by By MPRAUTO MPRAUTO September 21, 2026Posted inTech1 Comment
Gateway API v1.6 graduates TCPRoute and UDPRoute to Standard and v1. What that means for MQTT, Postgres and DNS traffic you used to route with vendor CRDs.
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Sparkplug B vs Plain MQTT Topics: Do You Actually Need Sparkplug? (2026)

Sparkplug B vs Plain MQTT Topics: Do You Actually Need Sparkplug? (2026)

Posted by By MPRAUTO MPRAUTO August 13, 2026Posted iniiot5 Comments
Sparkplug B 3.0 vs plain MQTT topic design in 2026: a decision guide on when the extra schema, state, and tooling actually pay off.
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Unified Namespace (UNS) Reference Architecture for Industrial IoT in 2026

Unified Namespace (UNS) Reference Architecture for Industrial IoT in 2026

Posted by By MPRAUTO MPRAUTO August 13, 2026Posted iniiot8 Comments
The Unified Namespace reference architecture for industrial IoT in 2026: MQTT Sparkplug B backbone, ISA-95 mapping, and rollout patterns.
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Zenoh vs MQTT vs DDS for Robotics Middleware (2026)

Zenoh vs MQTT vs DDS for Robotics Middleware (2026)

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inTechNo Comments
An engineer's 2026 comparison of Zenoh, MQTT, and DDS for robotics middleware: latency, discovery, QoS, edge fit, and a decision matrix.
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ThingsBoard IoT Platform Tutorial: Devices to Dashboards

ThingsBoard IoT Platform Tutorial: Devices to Dashboards

Posted by By MPRAUTO MPRAUTO June 8, 2026Posted iniotNo Comments
A hands-on 2026 ThingsBoard tutorial: provision devices over MQTT, build rule-engine pipelines, and ship a live telemetry dashboard, with working config.
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AMQP vs MQTT: Protocol Architecture Comparison for IoT & Enterprise

AMQP vs MQTT: Protocol Architecture Comparison for IoT & Enterprise

Posted by By mprcba June 6, 2026Posted iniiotNo Comments
AMQP vs MQTT head-to-head — frame structure, QoS guarantees, broker architecture, latency benchmarks, and a decision framework for choosing the right protocol.
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MQTT Protocol: The Complete 2026 Technical Guide

MQTT Protocol: The Complete 2026 Technical Guide

Posted by By mprcba June 3, 2026Posted iniiot2 Comments
MQTT 5.0 explained for 2026 — packet structure, QoS, retained messages, Unified Namespace, security, and migration patterns from MQTT 3.1.1.
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IIoT Edge Gateway Architecture: 2026 Patterns for Industrial Networks

IIoT Edge Gateway Architecture: 2026 Patterns for Industrial Networks

Posted by By MPRAUTO MPRAUTO June 3, 2026Posted iniiot3 Comments
Reference architecture for IIoT edge gateways in 2026 — protocol bridging, store-and-forward, edge ML, security zoning, and HA patterns.
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  • Maintenance Digital Twin: Integrating CMMS Work Orders, ISO 14224 Asset Hierarchies and Condition Data (2026)
  • How to Apply the Purdue Model in 2026: OT Network Segmentation, Industrial DMZ Design and Where Zero Trust Fits
  • Part Classification and Design Reuse in PLM: Classification Schemas, ECLASS, Geometric Similarity Search and Duplicate Part Prevention (2026)
  • ISO 50001 Energy Management with IIoT: EnPIs, Energy Baselines and Sub-Metering Architecture (2026)
  • Device Shadow vs Device Twin: AWS IoT Device Shadow, Azure IoT Hub Device Twins and Eclipse Ditto Compared (2026)
  • Cellular IoT Power Saving Explained: PSM, eDRX and RAI on LTE-M and NB-IoT for Multi-Year Battery Life (2026)
  • LLM Observability and LLMOps: Tracing, Evals, Drift
  • Multi-Currency Ledger Architecture: FX Conversion, Revaluation, Rounding and Minor Units in Double-Entry Systems (2026)
  • Data Residency and Sovereign Cloud Architecture: Region Pinning, Customer-Held Keys and Cross-Border Data Flows (2026)
  • Ransomware-Resilient Backup Architecture: Immutable Storage, Object Lock, Logically Air-Gapped Vaults and Recovery Drills (2026)
  • Cloud Disaster Recovery Strategies Compared: Backup and Restore vs Pilot Light vs Warm Standby vs Multi-Site Active-Active (2026)
  • LLM Sycophancy: How to Measure and Mitigate Agreeable-but-Wrong Answers in Production Assistants (2026)
  • Voice AI Agents Architecture: Real-Time Speech-to-Speech Pipelines, Latency Budgets and Turn-Taking (2026)
  • Industrial Machine Vision Defect Detection: Edge AI 2026
  • FIX to ISO 20022 Migration: System Design Architecture (2026)
  • OpenTelemetry Collector Architecture: Pipelines, Processors, Exporters
  • Zenoh for Industrial IoT: Reference Architecture (2026)
  • Historian Data Compression: Deadband, Swinging Door and Exception Reporting for Industrial Time Series (2026)
  • Configuration Management in PLM: Baselines, Effectivity and Product Structure Versioning (2026)
  • Digital Twin of the Organization and Process Twins: Process Mining, Simulation and Event Logs as Twin Data (2026)
  • Securing CoAP for Constrained IoT: DTLS 1.3, OSCORE and EDHOC Compared (2026)
  • Building a Digital Twin with DTDL v3 and Azure Digital Twins: End-to-End Tutorial (2026)
  • Azure Service Bus vs Event Hubs: A 2026 Decision Guide
  • Vehicle-to-Vehicle (V2V) Communication: 2026 Update
  • Types of Digital Twins: A 2026 Technical Taxonomy
  • Modbus Protocol: Complete Technical Guide (Updated 2026)
  • Payment Routing Optimization: Cost-Based Routing, Cascading and Smart Retries Across Acquirers (2026)
  • Real-Time Fraud Feature Engineering: Velocity Counters, Sliding Windows and Online Feature Stores for Payments (2026)
  • Cloud Data Transfer Cost Architecture: NAT Gateways, PrivateLink, Interconnect and Egress Optimization (2026)
  • Cloud Landing Zone Architecture: Accounts, Guardrails, SCPs and Organization Policy Across AWS, Azure and GCP (2026)
  • Kubernetes Cost Allocation with OpenCost: Showback, Idle Cost and Shared Cost Attribution (2026)
  • Offline LLM Batch Inference: Batch APIs, Throughput Scheduling and Cost Engineering (2026)
  • Kubernetes Cost Allocation with OpenCost: Showback, Idle Cost and Shared Cost Attribution (2026)
  • Infrastructure as Code Testing: Terraform and OpenTofu Native Tests, Terratest, Policy Gates and Plan Review (2026)
  • Prompt and Model Version Management for LLM Apps: Registries, Eval Gates and Safe Rollouts (2026)
  • Kustomize vs Helm in GitOps: Overlays, Patches, Templating and When to Use Each with Argo CD and Flux (2026)
  • Additive Manufacturing Digital Thread: From CAD to Build Files, Process Parameters and Part Qualification Records (2026)
  • Event-Time Alignment in Digital Twins: Out-of-Order Sensor Data, Watermarks and Late-Arriving Events (2026)
  • FIDO Device Onboard (FDO): Zero-Touch IoT Device Onboarding, Ownership Vouchers and Rendezvous Servers (2026)

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