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ROS 2 Jazzy Jalisco: Migration Guide from Humble (2026)

ROS 2 Jazzy Jalisco: Migration Guide from Humble (2026)

Posted by By MPRAUTO MPRAUTO April 27, 2026Posted inTechNo Comments
Step-by-step ROS 2 Jazzy Jalisco migration from Humble — Ubuntu 24.04 jump, rclcpp/rclpy API changes, DDS profile updates, and the 2026 LTS roadmap for fleet upgrades.
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Apache Pulsar Geo-Replication for Industrial IoT Telemetry

Apache Pulsar Geo-Replication for Industrial IoT Telemetry

Posted by By MPRAUTO MPRAUTO April 27, 2026Posted inArchitectureNo Comments
Apache Pulsar geo-replication for industrial IoT — segment storage on BookKeeper, async vs sync replication, multi-region clusters, and a 2026 reference architecture for global telemetry.
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OpenUSD for Industrial Digital Twins: Architecture Guide

OpenUSD for Industrial Digital Twins: Architecture Guide

Posted by By MPRAUTO MPRAUTO April 27, 2026Posted inDigital TwinNo Comments
Why OpenUSD is the emerging interchange format for industrial digital twins — composition arcs, payloads, schemas, and Omniverse pipelines for shop-floor and process twins in 2026.
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OpenPLC v3 + Modbus TCP: Open-Source PLC Architecture

OpenPLC v3 + Modbus TCP: Open-Source PLC Architecture

Posted by By MPRAUTO MPRAUTO April 27, 2026Posted iniiotNo Comments
OpenPLC v3 reference architecture with Modbus TCP — runtime internals, IEC 61131-3 languages, hardware targets, and a production deployment pattern for open-source PLCs in 2026.
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Fact-Check: Did AI Replace 50% of Software Engineers in 2025?

Fact-Check: Did AI Replace 50% of Software Engineers in 2025?

Posted by By MPRAUTO MPRAUTO April 27, 2026Posted inAINo Comments
Auditing the viral 2025 claim that AI replaced half of software engineers — BLS data, layoff trackers, GitHub Copilot adoption surveys, and what the numbers actually show in 2026.
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Apple Vision Pro M5: Spatial Computing on the Factory Floor

Apple Vision Pro M5: Spatial Computing on the Factory Floor

Posted by By MPRAUTO MPRAUTO April 27, 2026Posted inDigital TwinNo Comments
Apple Vision Pro with M5 in industrial settings — passthrough latency, spatial anchors, OPC UA bridges, and a 2026 reference architecture for shop-floor spatial digital twins.
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Communication Protocols for IoT & Industrial Systems (2026 Guide)

Communication Protocols for IoT & Industrial Systems (2026 Guide)

Posted by By mprcba April 27, 2026Posted iniiotNo Comments
The 2026 map of IoT and industrial communication protocols — MQTT, OPC UA, Modbus, CAN, Ethernet/IP, BACnet, LoRaWAN — and how to pick the right stack by layer and use case.
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Anthropic Claude Opus 4.6: Architecture & Capabilities (2026)

Anthropic Claude Opus 4.6: Architecture & Capabilities (2026)

Posted by By MPRAUTO MPRAUTO April 26, 2026Posted inAINo Comments
What is publicly known about Anthropic Claude Opus 4.6 — capability tier, agentic coding, computer use, MCP integration, and how it positions against GPT-5 and Gemini 3 in 2026.
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Anthropic Cowork Mode: Desktop AI Agent Architecture Explained

Anthropic Cowork Mode: Desktop AI Agent Architecture Explained

Posted by By MPRAUTO MPRAUTO April 24, 2026Posted inAINo Comments
Inside Anthropic Cowork mode — desktop agent architecture, MCP plugin model, sandboxed shell, computer use tier system, and how it differs from Claude Code in 2026.
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NVIDIA Spectrum-X: Ethernet Fabric for 100K-GPU AI Clusters

NVIDIA Spectrum-X: Ethernet Fabric for 100K-GPU AI Clusters

Posted by By MPRAUTO MPRAUTO April 24, 2026Posted inAINo Comments
How NVIDIA Spectrum-X re-architects Ethernet for AI training fabrics — adaptive routing, congestion control, BlueField-3 DPUs, and why it competes with InfiniBand at 100K-GPU scale.
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Posts pagination

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  • Space Debris Tracking and Conjunction Assessment Architecture (2026)
  • Engineering Change Management Architecture: ECR to ECO in PLM (2026)
  • Collateral and Margin Management Architecture for Derivatives (2026)
  • Post-Quantum Cryptography Migration: A Crypto-Agility ADR (2026)
  • Inkling Explained: Thinking Machines Lab’s 975B Open-Weights MoE (2026)
  • Reasoning-Effort Control in LLM Serving: Thinking Budgets (2026)
  • PackML and the ISA-TR88 Machine State Model Architecture (2026)
  • Scientific Foundation Models for Chemistry, Materials, and Biology (2026)
  • Real-Time Treasury and Intraday Liquidity Architecture (2026)
  • Kubernetes GPU Sharing: MIG, Time-Slicing, and MPS (2026)
  • Prefill/Decode Disaggregation for LLM Serving: Architecture (2026)
  • Kimi K3 Explained: Architecture, Benchmarks, and Deployment (2026)
  • Kubernetes Policy as Code: Kyverno vs OPA Gatekeeper (2026)
  • LwM2M IoT Device Management Architecture (2026)
  • Laboratory Automation Orchestration: SiLA 2 and Lab-as-Code (2026)
  • Payment Orchestration Platform Architecture (2026)
  • Continuous Batching for LLM Inference: Architecture and Throughput (2026)
  • GLM-5.2 Explained: Architecture, Benchmarks, and Deployment (2026)
  • IoT Device Identity and Attestation Architecture (2026)
  • ML Interatomic Potentials: Simulation-in-the-Loop Discovery (2026)
  • Agentic Payments Architecture: How AI Agents Pay Safely (2026)
  • OpenTelemetry Logs: Unified Telemetry Pipeline Architecture (2026)
  • LLM Model Routing Architecture: Cost and Quality at Scale (2026)
  • Grok 4.20 Explained: Architecture, Benchmarks, and Deployment (2026)
  • AI for Science Landscape 2026: Periodic Labs, Lila Sciences, and the Self-Driving-Lab Race
  • The Autonomous Materials-Discovery Pipeline: Closed-Loop Synthesis and Characterization (2026)
  • The AI Scientist Architecture: LLM Planners That Generate Hypotheses and Dispatch Experiments (2026)
  • Bayesian Optimization for Autonomous Experiments: The Planner Inside a Self-Driving Lab (2026)
  • The Experimental-Data Moat: Why AI Labs Are Building Robots to Make Their Own Data (2026)
  • Self-Driving Lab Architecture: The Closed Loop That Runs Experiments (2026)
  • Kimi K2 Explained: Architecture, Training, and Benchmarks (2026)
  • LLM Semantic Caching Architecture: Cut Inference Cost and Latency (2026)
  • TwinOps: The Operational Lifecycle Architecture for Digital Twins (2026)
  • Card Tokenization and the PCI DSS Vault: A Payment Security Architecture (2026)
  • Kubernetes In-Place Pod Resize: Rightsizing Without Restarts (2026)
  • Small Language Models on Device: Edge Inference Architecture (2026)
  • Google Gemini 3.5 Pro Explained: Architecture, Benchmarks, and 2M Context (2026)
  • Airflow vs Dagster vs Prefect: Data Orchestration Compared (2026)
  • Ledger Database Architecture: Double-Entry Accounting at Scale (2026)

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