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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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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 iniiotNo 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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MQTT Protocol: The Complete 2026 Technical Guide

MQTT Protocol: The Complete 2026 Technical Guide

Posted by By mprcba June 3, 2026Posted iniiot1 Comment
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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Unified Namespace (UNS) for Industrial Data: 2026 State-of-the-Art Guide

Unified Namespace (UNS) for Industrial Data: 2026 State-of-the-Art Guide

Posted by By mprcba May 16, 2026Posted iniiotNo Comments
Unified Namespace (UNS) for industrial data in 2026 — Sparkplug B 3.0, ISA-95 alignment, HiveMQ vs EMQX vs NanoMQ benchmarks, and a fully refreshed UNS reference architecture.
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Sparkplug B 3.0 Edge of Network Architecture: Production Reference

Sparkplug B 3.0 Edge of Network Architecture: Production Reference

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted iniiotNo Comments
Sparkplug B 3.0 edge of network architecture for production IIoT — topic namespaces, primary/secondary hosts, store-and-forward, MQTT 5 mapping, and 2026 deployment patterns.
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Building an MQTT-to-Kafka Bridge with Kafka Connect: Production Tutorial

Building an MQTT-to-Kafka Bridge with Kafka Connect: Production Tutorial

Posted by By MPRAUTO MPRAUTO April 24, 2026Posted iniiot1 Comment
Step-by-step production tutorial for bridging MQTT to Kafka with the Lenses MQTT Source connector — schema mapping, QoS handling, Sparkplug B decoding, and HA topology.
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Sparkplug B 3.0 Protocol: The Complete Technical Guide for Unified Namespace

Sparkplug B 3.0 Protocol: The Complete Technical Guide for Unified Namespace

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted iniiotNo Comments
Deep Sparkplug B 3.0 reference — topic structure, NBIRTH/DBIRTH/NDATA, sequence numbers, state machine, Eclipse Tahu, and UNS deployment patterns.
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  • LTX Video Model Explained: Lightricks Architecture, Open Weights and Hardware
  • Brownfield Modbus Retrofit to Unified Namespace: Edge Gateway Options Compared
  • Sovereign Industrial AI Cloud: A Reference Architecture for Physical AI in Europe
  • Microsoft MAI-Voice-2.1 and MAI-Transcribe-2 Explained: Speech Models, Pricing and Use Cases
  • SUIT (RFC 9124) vs Uptane vs Mender, RAUC and SWUpdate: IoT OTA Update Comparison
  • EU CRA vs NIS2 vs IEC 62443: Compliance Mapping for IoT and OT Vendors
  • Rust in the Linux Kernel Goes Mainstream: What It Means for Embedded and IoT Drivers
  • OpenTelemetry Specification 1.61 and Q3 2026 Changes: What Platform Teams Should Do
  • Time-Series Foundation Models for Industrial Sensors: TimesFM vs Chronos vs Moirai
  • GPT-6.1 Sol Explained: What Changed, Pricing and Benchmarks
  • Bilibili Index-Translate-35B-A3B Explained: MoE Translation Model for 150 Languages
  • Cloudflare Clef and Strands Decider: Decision Models for AI Agents Explained
  • eBPF for Observability: How Kernel-Level Tracing Replaced Traditional APM
  • gRPC vs REST vs GraphQL vs Connect: API Protocol Comparison 2026
  • Time-Series Database Internals: InfluxDB 3, TimescaleDB, and QuestDB Under the Hood
  • CoAP Protocol Deep Dive: Constrained Application Protocol for Low-Power IoT in 2026
  • IoT Device Monitoring: Observability Architecture, Metrics and Fleet Management (2026)
  • Xiaomi MiMo V2.6 Pro Explained: Open Weights, Architecture and Benchmarks
  • AVEVA and Snowflake: IT/OT Data Unification Architecture for Industrial AI
  • PostgreSQL 19 Release Guide: Logical Replication, WAL Level and Upgrade Plan
  • Kubernetes 1.37 Memory QoS and Pod-Level Resource Managers Beta Explained
  • Kubernetes 1.37 Pod Certificates and Cluster Trust Bundles GA: Workload Identity Guide
  • Kubernetes 1.37 HPA Scale-to-Zero Beta vs KEDA and Knative
  • Cognition SWE-2 Explained: Frontier Code Benchmark Results and Cost Trade-offs
  • OpenAI Agents API Public Beta: Managed Sandboxes vs Self-Hosted Agent Runtimes
  • Meta Muse and Muse Code: Personal Agent Architecture and Pricing Explained
  • Grok 4.7 Explained: xAI Architecture, CursorBench Results and Pricing
  • Tencent Hy4 Explained: 770B MoE, Sherry Quantization and Open Weights
  • DeepSeek V4.1 Flash Explained: MoE Architecture, KV Cache, Benchmarks
  • GPU Memory Physics: DRAM vs SRAM, Kernel Fusion and FlashAttention (Series Part 3)
  • GPU Kernel Engineering: Why C = A + B Is Not Enough (Series Part 2)
  • GPU Parallelism Explained: SM, Block, Warp and Thread Hierarchy (Series Part 1)
  • The Memory Wall in 2026: Optical Interconnect, LPDDR6 and Physical AI
  • Bitget $387.5M Breach: Third-Party Zero-Day and Exchange Security Architecture
  • AI Data Center Power: Behind-the-Meter, Nuclear PPAs and Grid Architecture
  • Hailo-10H vs Jetson Orin Nano: Edge AI Accelerator Comparison for 2026
  • PROFINET vs EtherCAT vs OPC UA FX with TSN: The 2026 Deterministic Ethernet Decision
  • Visual Components FactoryLens: NVIDIA-Powered Industrial Digital Twins Explained
  • AI-Generated Code in CI/CD: Guardrails for a DevSecOps Pipeline

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