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Brownfield Modbus Retrofit to Unified Namespace: Edge Gateway Options Compared

Brownfield Modbus Retrofit to Unified Namespace: Edge Gateway Options Compared

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted iniiot4 Comments
Retrofit Modbus RTU and TCP machines into a Unified Namespace: gateway options, polling vs report-by-exception, data modeling, and failure modes in brownfield plants.
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OPC UA Companion Specifications as MCP Tools: Wiring Industrial Semantics into AI Agents (2026)

OPC UA Companion Specifications as MCP Tools: Wiring Industrial Semantics into AI Agents (2026)

Posted by By MPRAUTO MPRAUTO September 19, 2026Posted inTechNo Comments
OPC UA has 400+ companion specifications of industrial semantics. How to expose them to AI agents as MCP tools and RAG corpora - architecture, pitfalls and safety.
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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 iniiot6 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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OPC UA vs MQTT Sparkplug B: The Industrial Connectivity Decision (2026)

OPC UA vs MQTT Sparkplug B: The Industrial Connectivity Decision (2026)

Posted by By MPRAUTO MPRAUTO August 13, 2026Posted iniiot3 Comments
OPC UA vs MQTT Sparkplug B compared for 2026 industrial connectivity: semantic modeling, state management, and when to run both together.
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OPC UA FX vs MQTT Sparkplug B (2026): Which for Your UNS

OPC UA FX vs MQTT Sparkplug B (2026): Which for Your UNS

Posted by By MPRAUTO MPRAUTO August 4, 2026Posted iniiot1 Comment
OPC UA FX vs MQTT Sparkplug B compared for the Unified Namespace: machine-level field exchange vs enterprise event bus, TSN, payloads, when to bridge. 2026 decision guide.
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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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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 inDevelopmentNo Comments
Unified Namespace (UNS) for Industrial Data: 2026 State-of-the-Art Guide - updated November 2026 with verified facts, diagrams and FAQ.
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  • Sandboxing AI Agent Code Execution: Firecracker microVMs, gVisor, WebAssembly and Container Isolation Compared (2026)
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  • RWA Tokenization Architecture: Issuance to Settlement
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  • 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)
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  • 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)
  • Postgres Analytics Offload: pg_duckdb vs CDC to ClickHouse vs HTAP Extensions for Reporting Queries (2026)
  • AI Model Licenses Explained: Apache 2.0, MIT, Llama Community, OpenRAIL and What Commercial Use Really Allows (2026)
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  • OPC UA Robotics Companion Specification (OPC 40010): Robot Information Model, Skills and Integration (2026)
  • Digital Twin Verification and Validation: ASME V&V 40, Credibility Evidence and Model Fidelity Levels (2026)
  • 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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