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Posts by mprcba

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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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Bluetooth Low Energy (BLE): The Complete Technical Guide from PHY to Mesh in 2026

Bluetooth Low Energy (BLE): The Complete Technical Guide from PHY to Mesh in 2026

Posted by By mprcba April 19, 2026Posted iniiotNo Comments
Complete BLE technical reference — PHY, advertising, GATT profiles, pairing/bonding, mesh, LE Audio, coded PHY, and Bluetooth 5.4 deep dive.
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LoRaWAN Protocol: The Complete Technical Guide to Long-Range Low-Power IoT in 2026

LoRaWAN Protocol: The Complete Technical Guide to Long-Range Low-Power IoT in 2026

Posted by By mprcba April 19, 2026Posted iniiotNo Comments
Deep LoRaWAN guide — LoRa PHY, device classes, MAC commands, ADR, join procedures, security keys, network architecture, and real deployment patterns.
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IoT Device Monitoring: Observability Architecture, Metrics & Fleet Management (2026)

IoT Device Monitoring: Observability Architecture, Metrics & Fleet Management (2026)

Posted by By mprcba April 19, 2026Posted iniiotNo Comments
IoT device monitoring reference — telemetry pipelines, fleet observability, anomaly detection, Prometheus/Grafana stacks, and production alerting patterns.
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Technical Product Manager in 2026: Roles, Responsibilities, and the Modern Stack

Technical Product Manager in 2026: Roles, Responsibilities, and the Modern Stack

Posted by By mprcba March 28, 2023Posted inBusinessNo Comments
A 2026 guide to the technical product manager role: responsibilities across discovery to delivery, AI-era workflows, metrics, artifacts, and how PM differs from PO and TPM.
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AI/ML Predictive Maintenance Careers in 2026: Skills, Roles, Stack, and Salaries

AI/ML Predictive Maintenance Careers in 2026: Skills, Roles, Stack, and Salaries

Posted by By mprcba March 28, 2023Posted inAINo Comments
A 2026 guide to AI/ML predictive maintenance careers: the real skill stack, roles from data engineer to reliability scientist, MLOps tooling, portfolios, and salary bands.
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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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