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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
UWB Real-Time Location Systems in Factories: IEEE 802.15.4z vs BLE Channel Sounding

UWB Real-Time Location Systems in Factories: IEEE 802.15.4z vs BLE Channel Sounding

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted iniiotNo Comments
How UWB real-time location works in factories: TWR vs TDoA, IEEE 802.15.4z, anchor geometry, accuracy limits and BLE Channel Sounding compared.
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5G RedCap for Industrial IoT: Reduced Capability Devices, Power and Deployment Guide

5G RedCap for Industrial IoT: Reduced Capability Devices, Power and Deployment Guide

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted iniiot2 Comments
5G RedCap for industrial IoT: 3GPP Release 17 and 18 limits, eRedCap, power saving and when to pick it over LTE-M, NB-IoT or full 5G NR.
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Digital Euro vs e-CNY vs Digital Rupee: CBDC Architecture Compared

Digital Euro vs e-CNY vs Digital Rupee: CBDC Architecture Compared

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted inTechNo Comments
Digital euro, e-CNY and digital rupee compared: ledger design, tiered intermediaries, offline payments and privacy. Systems analysis, not advice.
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Velero 1.18 Kubernetes Backup and Disaster Recovery: Velero vs Kasten vs CloudCasa

Velero 1.18 Kubernetes Backup and Disaster Recovery: Velero vs Kasten vs CloudCasa

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted inKubernetesNo Comments
Kubernetes backup and disaster recovery with Velero 1.18: CSI snapshots, data movers, restore ordering, RPO and RTO, and Velero vs Kasten vs CloudCasa.
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Kepler 0.12: Kubernetes Pod Energy and Carbon Metrics Including GPU MIG Power Attribution

Kepler 0.12: Kubernetes Pod Energy and Carbon Metrics Including GPU MIG Power Attribution

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted inKubernetesNo Comments
How Kepler estimates per-pod energy in Kubernetes, what changed in 0.12 including GPU MIG attribution, and where its carbon metrics can mislead.
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Falco 0.45 vs Tetragon vs Tracee: Kubernetes Runtime Threat Detection with eBPF

Falco 0.45 vs Tetragon vs Tracee: Kubernetes Runtime Threat Detection with eBPF

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted inKubernetesNo Comments
Falco 0.45 vs Tetragon vs Tracee for Kubernetes runtime threat detection: eBPF drivers, rule languages, alert routing and a production rollout plan.
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etcd 3.7 Explained: Raft Consensus, Kubernetes Control Plane Impact and Upgrade Guide

etcd 3.7 Explained: Raft Consensus, Kubernetes Control Plane Impact and Upgrade Guide

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted inKubernetesNo Comments
etcd 3.7 explained: Raft and MVCC mechanics, what changed for Kubernetes control planes, plus a safe backup, defrag and rolling upgrade runbook.
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EU Cyber Resilience Act and SBOMs for IoT Firmware: CycloneDX vs SPDX in Practice

EU Cyber Resilience Act and SBOMs for IoT Firmware: CycloneDX vs SPDX in Practice

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted iniiot1 Comment
EU Cyber Resilience Act SBOM guide for IoT firmware: CycloneDX vs SPDX, VEX, 24-hour reporting duties and build-pipeline integration.
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OpenTelemetry GenAI Semantic Conventions: Tracing LLM Calls and AI Agents

OpenTelemetry GenAI Semantic Conventions: Tracing LLM Calls and AI Agents

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted inAI1 Comment
Trace LLM calls and AI agents with OpenTelemetry GenAI semantic conventions: span and metric attributes, agent spans, content capture and Collector setup.
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Ling 3.1 Flash Explained: Architecture, Pricing and Benchmarks

Ling 3.1 Flash Explained: Architecture, Pricing and Benchmarks

Posted by By MPRAUTO MPRAUTO October 5, 2026Posted inAINo Comments
Ling 3.1 Flash explained: what is documented on context, access and pricing, what is not disclosed, and how to evaluate it against peer models.
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Posts pagination

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  • Retries, Backoff with Jitter, Circuit Breakers and Retry Budgets: Resilience Patterns (2026)
  • SOME/IP and Automotive Ethernet: Service-Oriented Architecture for the Software-Defined Vehicle (2026)
  • DNP3 Protocol Deep Dive: Link, Transport and Application Layers, Secure Authentication and SCADA Utilities (2026)
  • OAuth 2.1, PKCE, OIDC and JWT Validation Pitfalls: A Token Security Guide (2026)
  • Interchange Fees and Least-Cost Routing: Card Payment Cost Architecture (2026)
  • Payment Retries and Dunning: Smart Retry Architecture for Recovering Failed Card Payments (2026)
  • Browser Agents Architecture: DOM, Accessibility Tree vs Vision, and Playwright MCP (2026)
  • Mechanistic Interpretability: Sparse Autoencoders, Features and Circuits in LLMs (2026)
  • Distributed Training Parallelism: Data, Tensor, Pipeline, FSDP/ZeRO and NCCL Collectives (2026)
  • Probabilistic Data Structures: Bloom Filters, HyperLogLog, Count-Min Sketch and Cuckoo Filters (2026)
  • Load Balancing Algorithms: Power of Two Choices, Maglev and L4 vs L7 (2026)
  • MVCC and Transaction Isolation Levels: Snapshot Isolation, Write Skew and SSI (2026)
  • ISA-100.11a vs WirelessHART: Wireless Industrial Networks Compared
  • Iceberg Catalogs: Polaris vs Nessie vs Unity Comparison (2026)
  • IO-Link Wireless: Industrial Sensor Network Architecture
  • Model Context Protocol (MCP) Explained: How It Works (2026)
  • Idempotent API Design: The Complete Engineering Guide
  • Agentic Digital Twins: AI-Driven Twins in 2026
  • OpenPLC v3 + Modbus TCP: Open-Source PLC Architecture
  • LLMs on Jetson Orin Benchmarked (2026): tok/s & VRAM
  • Claude Skills Architecture: Dynamic Capability Injection for LLM Agents
  • PROFIBUS Protocol: The Complete Technical Guide to Process and Factory Fieldbus
  • Database Sharding Strategies: Consistent Hashing, Rendezvous Hashing and Online Resharding (2026)
  • TLS 1.3 for Constrained IoT Devices: Handshake, 0-RTT, mTLS and Performance Costs (2026)
  • Hybrid Logical Clocks vs Vector Clocks: Event Ordering for Distributed IoT and Edge (2026)
  • Card Issuing Architecture: Processors, BIN Sponsors, JIT Funding and Authorization Flow (2026)
  • Core Banking Modernization: Strangler Fig, Event-Driven Cores and Migration Risk (2026)
  • Spot GPU Training: Checkpointing, Preemption Handling and Fault-Tolerant LLM Jobs (2026)
  • RAG Latency Budget: Optimizing Retrieval, Reranking and Streaming for Production (2026)
  • SBOM and VEX: CycloneDX vs SPDX for Software Supply Chain Vulnerability Triage (2026)
  • Kafka Exactly-Once Semantics: Idempotent Producers, Transactions and Their Limits (2026)
  • Raft vs Paxos: Leader Election, Log Replication and Consensus Failure Modes (2026)
  • LSM-Trees and RocksDB: Compaction, Write Amplification and Tuning (2026)
  • Saga Pattern: Orchestration vs Choreography and Compensating Transactions (2026)
  • Neural Operators (FNO, DeepONet) vs PINNs for Engineering Surrogate Models (2026)
  • Digital Twin Maturity Model: Fidelity Levels, ROI and a Practical Framework (2026)
  • Software-Defined Vehicle: AUTOSAR Classic vs Adaptive Architecture (2026)
  • Battery Management System (BMS) Architecture: SoC, SoH Estimation and Digital Twins (2026)
  • Project Haystack vs Brick Schema vs RealEstateCore for Building Digital Twins (2026)

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