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Zenoh ROS 2 Bridge Tutorial: Hands-On RMW Setup (2026)

Zenoh ROS 2 Bridge Tutorial: Hands-On RMW Setup (2026)

Posted by By MPRAUTO MPRAUTO June 24, 2026Posted inTechNo Comments
A hands-on tutorial wiring ROS 2 to Eclipse Zenoh: rmw_zenoh setup, the zenoh-bridge-ros2dds, multi-robot routing, and lossless WAN teleoperation.
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Temporal Durable Workflows: A 2026 Tutorial

Temporal Durable Workflows: A 2026 Tutorial

Posted by By MPRAUTO MPRAUTO June 20, 2026Posted inTechNo Comments
A 2026 Temporal tutorial: durable execution explained, workflows vs activities, a worker setup with code, retries and timeouts, and production gotchas.
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ThingsBoard IoT Platform Tutorial: Devices to Dashboards

ThingsBoard IoT Platform Tutorial: Devices to Dashboards

Posted by By MPRAUTO MPRAUTO June 8, 2026Posted iniotNo Comments
A hands-on 2026 ThingsBoard tutorial: provision devices over MQTT, build rule-engine pipelines, and ship a live telemetry dashboard, with working config.
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Asset Administration Shell Tutorial with Eclipse BaSyx

Asset Administration Shell Tutorial with Eclipse BaSyx

Posted by By MPRAUTO MPRAUTO June 6, 2026Posted inDigital Twin1 Comment
A hands-on 2026 Asset Administration Shell tutorial using Eclipse BaSyx — submodels, the digital nameplate, REST API, and connecting an AAS to a digital twin.
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Build a Digital Twin for a CNC Machine: Step-by-Step 2026 Tutorial

Build a Digital Twin for a CNC Machine: Step-by-Step 2026 Tutorial

Posted by By MPRAUTO MPRAUTO June 3, 2026Posted inTech1 Comment
Step-by-step tutorial to build a working CNC machine digital twin — MTConnect ingestion, physics-informed model, dashboard, anomaly alerts.
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Rerun.io for Robotics Telemetry: 2026 Tutorial (Updated)

Rerun.io for Robotics Telemetry: 2026 Tutorial (Updated)

Posted by By MPRAUTO MPRAUTO May 28, 2026Posted inTechNo Comments
Rerun.io robotics tutorial — installation, recording streams, custom views, RRD storage format, ROS 2 bridge, and how to scale to fleet telemetry.
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SpinKube Tutorial: WebAssembly on Kubernetes (2026)

SpinKube Tutorial: WebAssembly on Kubernetes (2026)

Posted by By MPRAUTO MPRAUTO May 28, 2026Posted inTechNo Comments
SpinKube hands-on — install the runtime, deploy a Wasm workload, expose it via gateway, and measure cold-start vs container baselines.
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OpenTofu in Production: Migrating from Terraform (2026)

OpenTofu in Production: Migrating from Terraform (2026)

Posted by By MPRAUTO MPRAUTO May 25, 2026Posted inKubernetes2 Comments
Migrate from Terraform to OpenTofu in production — drop-in compatibility, state encryption, CI changes, and a safe step-by-step cutover plan.
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OpenTelemetry for Industrial IoT Observability (2026)

OpenTelemetry for Industrial IoT Observability (2026)

Posted by By MPRAUTO MPRAUTO May 24, 2026Posted inKubernetesNo Comments
OpenTelemetry for industrial IoT observability — instrument edge services, run the OTel Collector, and ship traces, metrics, and logs end to end.
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Eclipse Ditto Digital Twin: Hands-On Tutorial (2026)

Eclipse Ditto Digital Twin: Hands-On Tutorial (2026)

Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inDigital Twin1 Comment
Hands-on Eclipse Ditto digital twin tutorial — model a Thing, wire MQTT connectivity, query the twin, and expose a live API with working code.
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Posts pagination

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  • GLM-5.2 Open-Weight LLM Benchmark Analysis (2026)
  • Fact-Check: Did AI Replace Software Engineers? What the Data Shows (2026)
  • Fact-Check: Can an AI Scientist Auto-Publish Papers? Claims vs Evidence (2026)
  • AI Video Generation in 2026: Kling, Sora, Veo and the State of Text-to-Video Models
  • IoT and Industrial Communication Protocols: Architecture Guide (2026)
  • IoT Electric Vehicle Architecture: Battery Telematics and Connected Charging (2026)
  • AWS Time-Series Databases: Timestream, Keyspaces and Architecture Choices (2026)
  • Major IoT Protocols: How to Choose Your IoT Protocol
  • OTel Collector vs Vector vs Fluent Bit: 2026 Telemetry Pipeline
  • Inverse Kinematics for Robot Arms: Jacobian Methods, Damped Least Squares, Singularities and Analytical Solvers (2026)
  • Jetson Thor vs Jetson Orin AGX: 2026 Edge AI Upgrade Guide
  • ROS 2 Kilted Kaiju to Lyrical Luth Migration (2026): What Breaks
  • AI-Native PLM: How LLMs Are Reshaping Engineering Data
  • AI Agent Trajectory Evaluation: 2026 Patterns
  • Platform Engineering: Internal Developer Platforms, Golden Paths, Score and Crossplane in Practice (2026)
  • RISC-V for IoT Microcontrollers: ISA Extensions, ESP32-C Series and the Arm Cortex-M Ecosystem Trade-offs (2026)
  • Sensor Calibration, Drift Compensation and Measurement Uncertainty (GUM) for Industrial IoT (2026)
  • CDN Architecture: Edge Caching, Anycast, Origin Shield and Cache Invalidation Explained (2026)
  • Queueing Theory for Capacity Planning: Little’s Law, Utilization and Tail Latency in IoT Platforms (2026)
  • FPGA vs GPU vs NPU for Edge Inference: Latency, Power and HLS in Industrial Machine Vision (2026)
  • DPUs and SmartNICs: BlueField vs Pensando vs Intel IPU for Cloud Infrastructure Offload (2026)
  • CXL Memory Expansion, Pooling and Tiering: Type 3 Devices, Linux NUMA and Workload Fit (2026)
  • RDMA for AI Clusters: RoCE v2 vs InfiniBand vs Ultra Ethernet, PFC, ECN and Congestion Control (2026)
  • Neural Network Pruning for LLMs and Edge Models: Unstructured vs Structured vs 2:4 Sparsity (2026)
  • FlashAttention Explained: IO-Aware Attention, Tiling, Online Softmax and FlashAttention-3 FP8 on Hopper (2026)
  • Industrial Ethernet Redundancy: PRP, HSR, MRP and RSTP Ring Topologies Compared (2026)
  • IEC 61508 Functional Safety: SIL, PFD Calculations, Safety Instrumented Systems and Safety PLC Architecture (2026)
  • Battery Management Systems: State-of-Charge Estimation with Coulomb Counting, OCV and Extended Kalman Filter (2026)
  • 3-D Secure 2 and PSD2 SCA: Card Authentication Flow, Exemptions and Liability Shift (2026)
  • Payment API Idempotency: Idempotency Keys, Retries, Exactly-Once Effects and Double-Charge Prevention (2026)
  • Kubernetes Pod Security Standards: Admission Control, Kyverno, Gatekeeper and Runtime Hardening (2026)
  • Incident Management Architecture: Severity Levels, On-Call, Blameless Postmortems and Error Budgets (2026)
  • BGP for Cloud Engineers: Route Selection, RPKI, Direct Connect, ExpressRoute and Hybrid Routing (2026)
  • AWS IAM Policy Evaluation Logic: SCPs, Permission Boundaries and Least-Privilege with Access Analyzer (2026)
  • RAG Chunking Strategies: Fixed-Size, Semantic, Late Chunking, BM25 Hybrid Search and Reranking (2026)
  • DSPy and Programmatic Prompt Optimization: Signatures, Modules, MIPROv2 and GEPA (2026)
  • Semantic Caching for LLM Applications: Embedding Similarity, Prompt Caching and Cost-Latency Trade-offs (2026)

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