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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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  • 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
  • containerd vs CRI-O (2026): Kubernetes Runtime Decision Guide
  • Podman vs Docker (2026): Rootless, Daemonless & Compose Tested
  • Karpenter vs Cluster Autoscaler (2026): GPU Node Scaling & Cost
  • ONNX vs TFLite vs ExecuTorch vs Core ML (2026): Edge Format Pick
  • Hailo-10H vs Jetson Orin Nano (2026): Same CV Workload Tested
  • ROS 2 Kilted to Lyrical Luth Migration (2026): What Breaks & Fixes
  • LangGraph vs CrewAI vs Pydantic-AI vs Agents SDK (2026): Which to Pick
  • MACE vs MatterSim vs Orb (2026): ML Interatomic Potentials
  • MCP Server Frameworks (2026): FastMCP vs Official SDK
  • NATS JetStream vs Kafka (2026): Edge & IIoT Telemetry ADR
  • On-Device LLM Runtimes (2026): llama.cpp vs MLC vs ONNX
  • Jetson Thor vs Hailo-10H vs Coral (2026): Edge Inference Pick
  • Digital Product Passport Data Model (2026): GS1 vs AAS vs Custom
  • OPC UA FX vs MQTT Sparkplug B (2026): Which for Your UNS
  • AI Plasma Control for Tokamak Fusion: Reinforcement Learning (2026)
  • Diffusion Policy for Robot Manipulation: Imitation Learning (2026)
  • Request to Pay and Account-to-Account Payments: An Architecture (2026)
  • Kubernetes Secrets Management with External Secrets Operator (2026)
  • LLM Function Calling and Tool Use: A Production Architecture (2026)
  • Grok 4.5 Explained: Architecture, Benchmarks and Deployment (2026)
  • Brain-Computer Interface Neural Decoding Architecture (2026)
  • 6-DoF Grasp Detection: Robotic Manipulation Architecture (2026)
  • Network Tokenization Architecture for Card Payments (2026)
  • Durable Execution Architecture: Temporal, Restate and DBOS (2026)
  • ColPali and Visual Document Retrieval: Late-Interaction RAG (2026)

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