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Posts by mprcba

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About mprcba
PLM for Digital Transformation: 10 PLM Tools (2026 Update)

PLM for Digital Transformation: 10 PLM Tools (2026 Update)

Posted by By mprcba April 24, 2026Posted inPLMNo Comments
Updated 2026 PLM landscape — Teamcenter, Windchill, 3DEXPERIENCE, Aras, OpenBOM, Duro, PTC Pure-SaaS — features, pricing tiers, and digital thread architecture trends.
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Saga Pattern for Distributed Transactions: Architecture Guide

Saga Pattern for Distributed Transactions: Architecture Guide

Posted by By mprcba April 23, 2026Posted inArchitectureNo Comments
Saga pattern in production — choreography vs orchestration, compensating actions, idempotency, saga log durability, and how Temporal and Camunda reshape sagas in 2026.
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AsyncAPI 3.0: Event-Driven API Specification Complete Guide

AsyncAPI 3.0: Event-Driven API Specification Complete Guide

Posted by By mprcba April 23, 2026Posted inArchitectureNo Comments
AsyncAPI 3.0 architecture — channels, operations, and messages for MQTT, Kafka, AMQP, and WebSocket APIs. Full example spec, code-gen, and governance pattern for 2026.
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Idempotent API Design: The Complete Engineering Guide

Idempotent API Design: The Complete Engineering Guide

Posted by By mprcba April 23, 2026Posted inArchitectureNo Comments
Idempotency keys, conditional requests, dedup stores, and natural idempotent operations — the production blueprint for safely retryable APIs in 2026 at scale.
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Cloud IoT Device Monitoring Solutions: 2026 Architecture Guide

Cloud IoT Device Monitoring Solutions: 2026 Architecture Guide

Posted by By mprcba April 23, 2026Posted iniotNo Comments
AWS IoT Device Management vs Azure IoT Hub Device Update vs Google Cloud IoT vs HiveMQ Cloud — architecture, telemetry pipelines, and cost comparison for 2026.
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Predictive Maintenance with IoT and Machine Learning: Complete Architecture Guide

Predictive Maintenance with IoT and Machine Learning: Complete Architecture Guide

Posted by By mprcba April 22, 2026Posted iniiotNo Comments
Complete predictive maintenance architecture — vibration/current signatures, feature engineering, RUL models, Condition Monitoring reference design, and ROI.
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IoT in Electric Vehicles 2026: Battery Telematics, OTA, and V2G Architecture

IoT in Electric Vehicles 2026: Battery Telematics, OTA, and V2G Architecture

Posted by By mprcba April 22, 2026Posted iniiotNo Comments
How IoT powers modern EVs — battery telematics, OTA updates, V2G architecture, charging networks, and 2026 benchmarks across Tesla, BYD, Rivian.
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PROFIBUS Protocol: The Complete Technical Guide to Process and Factory Fieldbus

PROFIBUS Protocol: The Complete Technical Guide to Process and Factory Fieldbus

Posted by By mprcba April 22, 2026Posted iniiotNo Comments
Complete PROFIBUS reference — DP vs PA, RS-485 physics, telegram structure, GSD files, cyclic/acyclic services, diagnostics, and PROFINET migration paths.
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ISA-95 and ISA-99: The Complete Technical Guide to Industrial Automation Standards

ISA-95 and ISA-99: The Complete Technical Guide to Industrial Automation Standards

Posted by By mprcba April 22, 2026Posted iniiotNo Comments
Deep ISA-95 & ISA-99 reference — Purdue model levels, B2MML, MES-ERP integration, IEC 62443 zones/conduits, and modern UNS-era adaptations.
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Major IoT Protocols 2026: How to Choose the Right IoT Protocol (Updated April 2026)

Major IoT Protocols 2026: How to Choose the Right IoT Protocol (Updated April 2026)

Posted by By mprcba April 19, 2026Posted iniiotNo Comments
Updated April 2026 — comprehensive IoT protocol comparison: MQTT, CoAP, AMQP, HTTP, LoRaWAN, Zigbee, BLE, OPC UA with selection matrix.
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Posts pagination

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  • Which Small Language Models Actually Run on CPU in 2026: 11 Models Compared
  • Ambient IoT in 3GPP Release 19 vs Release 20: Battery-Free Device Architecture for 2026 and Beyond
  • OPC UA Companion Specifications as MCP Tools: Wiring Industrial Semantics into AI Agents (2026)
  • LeRobotDataset v3.0: Chunked Parquet, MP4 Shards and Streaming for Robot Learning Data at Scale (2026)
  • Zephyr vs FreeRTOS vs NuttX in 2026: Choosing an RTOS for Industrial Edge Devices
  • OpenUSD Core Specification 1.1 and v26.08: What CAD, PLM and Digital Twin Teams Decide in 2026
  • ExecuTorch 1.5 On-Device LLM Serving (2026): Batched Scheduling, Cancellation and Off-Graph KV Cache
  • Apache Iceberg v4 vs v3 in 2026: Root Manifests, Single-File Commits, and What to Decide Now
  • AAS Metamodel 3.2 (IDTA Release 26-01): What Changes for Digital Twin Teams in 2026
  • Newton vs MuJoCo Warp vs Isaac Lab: Choosing a GPU Physics Stack for Robotics in 2026
  • AI Agent Sandboxes Compared: Firecracker vs gVisor vs Kata for Untrusted Code in 2026
  • Apache Iceberg v3 Explained: 7 Spec Features That Change Your Lakehouse Upgrade Plan (2026)
  • STEP AP242 vs JT vs QIF: Choosing an MBD Exchange Format in 2026
  • MCP 2026-07-28 Spec Migration: 8 Breaking Changes Stateless Servers Must Handle
  • Kubernetes 1.37 DRA Explained: 6 Changes That Retire the GPU Device Plugin in 2026
  • EU Cyber Resilience Act 24-Hour Reporting: A 5-Step Compliance Architecture for IIoT Vendors (2026)
  • IEC/IEEE 60802 TSN Profile: 7 Decisions Industrial Network Architects Must Make in 2026
  • Asset Administration Shell Submodels in Practice (2026 Guide)
  • Jetson Thor vs Jetson Orin AGX: 2026 Edge AI Upgrade Guide
  • OTel Collector vs Vector vs Fluent Bit: 2026 Telemetry Pipeline
  • ROS 2 Kilted Kaiju to Lyrical Luth Migration (2026): What Breaks
  • Karpenter vs Cluster Autoscaler for GPU Nodes: 2026 Cost Guide
  • Postgres 18 vs TimescaleDB vs ClickHouse for IoT Time-Series (2026)
  • LangGraph vs CrewAI vs OpenAI Agents SDK vs Pydantic AI (2026)
  • Isaac Lab vs Isaac Sim vs Gazebo Harmonic: 2026 Robot Sim Stack
  • vLLM vs SGLang vs TensorRT-LLM in 2026: The Serving Engine Pick
  • OpenAI o3 and o4-mini Explained: The Reasoning-Model Lineage (2026)
  • pgvector vs Qdrant vs LanceDB: On-Prem RAG Vector Search (2026)
  • OTLP vs Prometheus Remote Write: The 2026 Metrics Pipeline Decision
  • TensorRT-LLM vs llama.cpp on Jetson: Throughput, VRAM & Setup (2026)
  • INT4 vs INT8 vs FP8 on Edge NPUs: The 2026 Quantization Trade-off
  • Sparkplug B vs Plain MQTT Topics: Do You Actually Need Sparkplug? (2026)
  • PROFINET vs EtherCAT vs OPC UA FX+TSN: The 2026 Deterministic Ethernet Decision
  • K3s at the Edge: A Production Kubernetes Guide for 2026
  • ArgoCD vs Flux for GitOps at Scale: An Architecture Decision Record
  • Agentic RAG Architecture Patterns: When Plain RAG Is Not Enough
  • OPC UA vs MQTT Sparkplug B: The Industrial Connectivity Decision (2026)
  • Unified Namespace (UNS) Reference Architecture for Industrial IoT in 2026
  • Ollama vs LM Studio vs Jan (2026): Local LLM Runner Compared

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