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Posts by MPRAUTO MPRAUTO

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  • MPRAUTO MPRAUTO
  • Page 26
About MPRAUTO MPRAUTO
Apache PLC4X Tutorial: Stream PLC Tags to MQTT and Kafka

Apache PLC4X Tutorial: Stream PLC Tags to MQTT and Kafka

Posted by By MPRAUTO MPRAUTO June 28, 2026Posted inDevelopmentNo Comments
A hands-on Apache PLC4X tutorial: read PLC tags over Modbus and S7, bridge them to MQTT and Kafka, and build a vendor-neutral industrial data pipeline.
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SaaS PLM Compared: Teamcenter X vs 3DEXPERIENCE vs Windchill+

SaaS PLM Compared: Teamcenter X vs 3DEXPERIENCE vs Windchill+

Posted by By MPRAUTO MPRAUTO June 28, 2026Posted inPLMNo Comments
A 2026 SaaS PLM comparison: Teamcenter X, 3DEXPERIENCE, and Windchill+ on data model, deployment, integration, and cost - a decision matrix for cloud PLM.
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Industrial Machine Vision Defect Detection: Edge AI 2026

Industrial Machine Vision Defect Detection: Edge AI 2026

Posted by By MPRAUTO MPRAUTO June 28, 2026Posted iniiotNo Comments
A reference architecture for industrial machine vision defect detection: edge AI inference, camera-to-PLC pipelines, model training, and MLOps on the factory floor.
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GPT-5.6 Explained: OpenAI’s Sol, Terra, and Luna

GPT-5.6 Explained: OpenAI’s Sol, Terra, and Luna

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inAINo Comments
GPT-5.6 explained: OpenAI's Sol, Terra, and Luna tiered family - architecture signals, reasoning modes, benchmarks, pricing, access, and how it compares in 2026.
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How Lithium-Ion Batteries Actually Work (and Degrade)

How Lithium-Ion Batteries Actually Work (and Degrade)

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inScienceNo Comments
How lithium-ion batteries actually work: intercalation chemistry, the SEI layer, charge and discharge, why they degrade, and what causes thermal runaway.
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Xenotransplantation: Engineering Pig Organs for Humans

Xenotransplantation: Engineering Pig Organs for Humans

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inScienceNo Comments
How xenotransplantation works in 2026: CRISPR gene-edited pig organs, immune rejection, PERV knockout, and the engineering behind cross-species transplants.
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Qualcomm’s Data-Center Gambit: The Tenstorrent Play

Qualcomm’s Data-Center Gambit: The Tenstorrent Play

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inTechNo Comments
Analysis of Qualcomm's move into AI data-center silicon and its reported Tenstorrent acquisition talks - why it is diversifying beyond mobile in 2026.
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Stablecoin Payment Infrastructure Architecture (2026)

Stablecoin Payment Infrastructure Architecture (2026)

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inTechNo Comments
A reference architecture for stablecoin payment rails: on/off-ramps, settlement, treasury, custody, and compliance - a systems analysis, not financial advice.
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NVIDIA GB300 NVL72: Blackwell Ultra Architecture (2026)

NVIDIA GB300 NVL72: Blackwell Ultra Architecture (2026)

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inAINo Comments
NVIDIA GB300 NVL72 explained: Blackwell Ultra GPUs, the 72-GPU NVLink rack, memory and power, and how it scales AI training and inference at rack level in 2026.
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Kubernetes CNI Compared: Calico vs Cilium vs Flannel

Kubernetes CNI Compared: Calico vs Cilium vs Flannel

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inDevelopmentNo Comments
A 2026 Kubernetes CNI comparison: Calico, Cilium, Flannel, and Multus on dataplane, eBPF, network policy, performance, and a decision matrix for each cluster.
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Posts pagination

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  • langchain-mcp-adapters vs Native langchain.mcp (2026)
  • Delta Lake 4.4 vs 4.3: The Spark 4.2 Upgrade Trap
  • KEDA 2.21 vs 2.20: CVE Fix & Breaking Scaler Changes
  • MoveIt Pro 10.0 vs 9.4: The Breaking Upgrade Guide
  • Isaac ROS 5.0 vs 4.6: NITROS Is Gone, Now What?
  • Ignition 8.1 vs 8.3: 2026 Migration Guide Update
  • Aras Innovator R40 vs R38: .NET 10 Migration Guide
  • SGLang 0.5.18 vs 0.5.15: What Changed and How to Upgrade
  • Helm 4.3 vs Helm 3.22: Migrating Before Helm 3 EOL
  • Milvus 3.0 vs 2.6: Lake-Native Vector Search Upgrade Guide 2026
  • MoveIt 2 vs MoveIt Pro 2026: What Qualcomm’s PickNik Deal Means
  • ONNX Runtime 1.30 vs 1.29: What Changed for Edge AI in 2026
  • JetPack 7.2.1 vs 6.2.2 on Jetson Orin: Migration Guide 2026
  • EMQX 6.3 LTS vs 5.8 LTS: Breaking Changes and Migration
  • CODESYS 4 vs CODESYS 3: What the 1.0 Web IDE Changes
  • vLLM 0.28 to 0.30 Migration: Model Runner V2 Default, Breaking Changes
  • Apache Spark 4.2 vs 4.1: CDC, Geospatial and Arrow-by-Default Risks
  • Terraform 1.16 vs OpenTofu 1.13: Where the IaC Forks Now Diverge
  • LeRobot v0.6 vs v0.5: What Changed and How to Migrate
  • OpenVINO 2026.4 vs 2025.4: What Changed for Edge LLMs and NPUs
  • Jetson Orin Nano 2 vs Orin Nano Super: 2x Inference, Same Socket
  • OPC UA 1.03 vs 1.05: Certification Ends 2026, Migration Guide
  • OpenPLC Runtime v4 vs v3: What Changed and How to Migrate (2026)
  • ClickHouse 26.8 LTS vs 26.3: Pipelined SQL, Iceberg Writes and Upgrade Risk
  • World Action Models vs VLAs: Cosmos 3, VLA-JEPA and FastWAM Compared
  • Cilium 1.20 ExternalAuth vs oauth2-proxy vs Istio AuthorizationPolicy
  • OPC UA FX v1.00.04 vs v1.00.03: What Changed in Part 81 and Part 84
  • What a ChatGPT Query Actually Costs in Energy and Water: Every Number, Traced to Source
  • MLPerf Edge Agentic Inference: How TensorRT Edge-LLM Beat llama.cpp 6.4x
  • Kubernetes 1.37 Gang Scheduling vs Volcano, Kueue and YuniKorn
  • Isaac Lab 3.0 vs 2.2: Quaternions Flipped, ProxyArray, and Kit-less Training
  • AAS Units of Measurement 3.0: The unitId Change That Breaks ECLASS Wiring
  • Postgres 19 REPACK vs pg_repack vs VACUUM FULL: Online Table Maintenance Compared
  • Gateway API v1.6 TCPRoute and UDPRoute vs LoadBalancer Services and Vendor CRDs
  • MCP Tasks vs Streaming vs Webhooks: Handling Long-Running Agent Tool Calls
  • Jetson T3000 vs T4000 vs T5000: Choosing a Thor Module on Bandwidth, MIG, and Power
  • TensorRT 11 vs TensorRT 10: Porting IPluginV2 to IPluginV3 Before Your Build Breaks
  • Nav2 Lyrical vs Kilted: MPPI Trajectory Validation and the New BT Control Nodes
  • Ethernet-APL vs Ethernet-SPE: Power Classes, PoDL, and What IEC TS 63444 Edition 2 Changed

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