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Posts by MPRAUTO MPRAUTO

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  • MPRAUTO MPRAUTO
  • Page 48
About MPRAUTO MPRAUTO
PostgreSQL vs YugabyteDB vs CockroachDB (2026): Which Wins

PostgreSQL vs YugabyteDB vs CockroachDB (2026): Which Wins

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inArchitectureNo Comments
Deep comparison of distributed SQL databases — consensus protocols, sharding, transactions, latency trade-offs, and when to pick each.
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gRPC vs REST vs GraphQL vs Connect: API Protocol Comparison 2026

gRPC vs REST vs GraphQL vs Connect: API Protocol Comparison 2026

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inArchitectureNo Comments
Complete API protocol comparison — gRPC vs REST vs GraphQL vs Connect with architecture diagrams, performance benchmarks, and selection guide.
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eBPF for Observability: How Kernel-Level Tracing Replaced Traditional APM

eBPF for Observability: How Kernel-Level Tracing Replaced Traditional APM

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inKubernetesNo Comments
eBPF observability guide — verifier, maps, probes, Cilium/Pixie architectures, continuous profiling, and why kernel-level tracing wins over APM.
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Digital Twin Unified Namespace (UNS): The Architecture Behind Industrial Data Fabrics

Digital Twin Unified Namespace (UNS): The Architecture Behind Industrial Data Fabrics

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inDigital TwinNo Comments
How UNS works — ISA-95 hierarchy, Sparkplug B semantics, MQTT broker topology, contextualization, and the data fabric pattern for Industry 4.0.
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Rust Embedded Development: How to Build no_std Firmware for Microcontrollers (2026)

Rust Embedded Development: How to Build no_std Firmware for Microcontrollers (2026)

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inDevelopmentNo Comments
Step-by-step Rust embedded guide — no_std setup, Embassy async, RTIC, HAL crates, flashing ARM Cortex-M, and production firmware patterns.
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SOC 2 vs ISO 27001 Compliance Architecture: Technical Controls Deep Dive

SOC 2 vs ISO 27001 Compliance Architecture: Technical Controls Deep Dive

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inSecurityNo Comments
SOC 2 vs ISO 27001 technical deep dive — trust service criteria, Annex A controls, audit architecture, evidence collection, and implementation patterns.
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HL7 v2 vs FHIR vs DICOM: Healthcare Interoperability Architecture Deep Dive

HL7 v2 vs FHIR vs DICOM: Healthcare Interoperability Architecture Deep Dive

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inHealthNo Comments
Healthcare interop deep dive — HL7 v2 pipes, FHIR REST + search, DICOM modalities, integration architectures, and migration patterns.
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IoT Protocol Latency Benchmarks: MQTT vs CoAP vs AMQP vs HTTP/3 (Updated April 2026)

IoT Protocol Latency Benchmarks: MQTT vs CoAP vs AMQP vs HTTP/3 (Updated April 2026)

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted iniiotNo Comments
Living benchmark — MQTT, CoAP, AMQP, and HTTP/3 measured under identical test conditions. Latency, throughput, power, and payload overhead. Updated April 2026.
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IEC 62443 Cybersecurity for Industrial Control Systems: Zone and Conduit Architecture in Practice

IEC 62443 Cybersecurity for Industrial Control Systems: Zone and Conduit Architecture in Practice

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted iniiotNo Comments
Practitioner's guide to IEC 62443 — zones and conduits, security levels SL1-SL4, Purdue model alignment, and concrete reference architectures for ICS protection.
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FHIR Bulk Data API for Healthcare Analytics: Engineering Guide to Population-Scale Data Access

FHIR Bulk Data API for Healthcare Analytics: Engineering Guide to Population-Scale Data Access

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted inTechNo Comments
Complete FHIR Bulk Data API guide — async export flow, NDJSON, SMART Backend Services auth, scaling patterns, and integration with analytics warehouses.
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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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