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Posts by MPRAUTO MPRAUTO

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  • MPRAUTO MPRAUTO
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About MPRAUTO MPRAUTO
How Atomic Clocks Actually Work: From Quantum Resonance to GPS

How Atomic Clocks Actually Work: From Quantum Resonance to GPS

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inScienceNo Comments
How atomic clocks actually work — cesium hyperfine transitions, optical lattice clocks, what makes them so accurate, and why GPS and the internet depend on them.
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UNS vs Data Mesh vs Data Fabric for Industrial Data (2026)

UNS vs Data Mesh vs Data Fabric for Industrial Data (2026)

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted iniiotNo Comments
Unified Namespace vs Data Mesh vs Data Fabric for industrial data in 2026 — semantics, governance, ownership, edge vs cloud, and a decision matrix for OT/IT convergence.
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RAG Over CAD and BOM: Reference Architecture for PLM Knowledge Retrieval

RAG Over CAD and BOM: Reference Architecture for PLM Knowledge Retrieval

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inAINo Comments
RAG over CAD and BOM data for PLM knowledge retrieval — chunking strategies for engineering drawings, BOM graph embeddings, and a reference architecture proven in 2026 production.
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Q2 2026 Open-Source Embedding Models Benchmark: BGE, GTE, E5, Stella, Nomic

Q2 2026 Open-Source Embedding Models Benchmark: BGE, GTE, E5, Stella, Nomic

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inAINo Comments
Q2 2026 open-source embedding models benchmarked — BGE-M3, GTE-Qwen2, E5-Mistral, Stella, Nomic on MTEB plus latency, memory, and industrial retrieval tasks.
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Sidecar vs eBPF Service Mesh: An ADR for 2026 Production Workloads

Sidecar vs eBPF Service Mesh: An ADR for 2026 Production Workloads

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inKubernetesNo Comments
ADR for sidecar vs eBPF service mesh in 2026 — context, options (Istio Ambient, Cilium Mesh, Linkerd2), trade-offs, consequences, and the decision criteria we settled on.
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Backstage 1.30 IDP Setup: Templates, Catalog, TechDocs Production Guide

Backstage 1.30 IDP Setup: Templates, Catalog, TechDocs Production Guide

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inKubernetesNo Comments
Production Backstage 1.30 IDP setup — software catalog, scaffolder templates, TechDocs, auth plugins, and a working docker-compose stack with PostgreSQL and Kubernetes ingestion.
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Limit Order Book Reconstruction from ITCH: Systems Architecture (2026)

Limit Order Book Reconstruction from ITCH: Systems Architecture (2026)

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inTechNo Comments
Limit order book reconstruction from NASDAQ ITCH feeds — message types, snapshot vs delta, lock-free L3 book in C++/Rust, and a 2026 reference architecture.
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Hyperscaler Capex Wars 2026: AI Compute Reshapes Cloud Economics

Hyperscaler Capex Wars 2026: AI Compute Reshapes Cloud Economics

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inBusinessNo Comments
The 2026 hyperscaler capex wars — Microsoft, Amazon, Google, Meta, Oracle spending breakdowns, GPU vs ASIC strategies, power constraints, and the new cloud unit economics.
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Geometric Deep Learning for Materials Discovery: GNoME, MatterGen, 2026 SOTA

Geometric Deep Learning for Materials Discovery: GNoME, MatterGen, 2026 SOTA

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted inScienceNo Comments
Geometric deep learning for materials discovery in 2026 — GNoME, MatterGen, equivariant GNNs, the inverse design problem, and where ML-driven materials science actually ships.
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Sparkplug B 3.0 Edge of Network Architecture: Production Reference

Sparkplug B 3.0 Edge of Network Architecture: Production Reference

Posted by By MPRAUTO MPRAUTO May 16, 2026Posted iniiotNo Comments
Sparkplug B 3.0 edge of network architecture for production IIoT — topic namespaces, primary/secondary hosts, store-and-forward, MQTT 5 mapping, and 2026 deployment patterns.
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Posts pagination

Previous page 1 … 6 7 8 9 10 … 21 Next page
  • How CMOS Image Sensors Actually Work: Photons to Pixels (2026)
  • AlphaFold 3 Protein-Ligand Co-Folding: Architecture & Use Cases
  • AMD MI400 Instinct Architecture for AI Training (2026)
  • TWAP Execution Algorithm Architecture: Design & Slippage (2026)
  • Apache Pulsar Geo-Replication Architecture for Multi-Region (2026)
  • OpenTelemetry Collector Architecture: Pipelines, Processors, Exporters
  • Kubernetes vs Nomad for Edge Workloads: Decision Matrix (2026)
  • LLM Tokenization Deep Dive: BPE, SentencePiece, Tiktoken (2026)
  • Aras Innovator Architecture: Open-Source PLM Reference (2026)
  • Fact-Check: 6 Industrial IoT ROI Claims That Don’t Survive Audit
  • Claude 4.6 Agent Tool Use Patterns for Production (2026)
  • Tesla Optimus Gen 3 Architecture: Compute, Battery, Actuators
  • IEC 61850 Substation Automation: GOOSE, MMS, Sampled Values (2026)
  • Emergent Abilities in LLMs: What Scales, What’s a Mirage (2026)
  • Kling O1 (Updated 2026): Unified AI Video Model for Editing
  • Kling AI: The Video Model Taking on Sora and Veo (2026)
  • Digital Twin Components: Anatomy of a Production Twin (2026)
  • How Heat Pumps Actually Work (and Why They Beat 100%)
  • mRNA Beyond Vaccines: Programmable Therapeutics Explained
  • Silicon Photonics & Co-Packaged Optics: 2026 Analysis
  • ISO 20022 Migration: A Payments Architecture Guide (2026)
  • OpenTofu in Production: Migrating from Terraform (2026)
  • Istio Ambient Mesh vs Linkerd: Service Mesh ADR (2026)
  • MoveIt 2 vs Tesseract: Robot Motion Planning Compared
  • KV Cache Optimization for LLM Inference: A Deep Dive
  • The Digital Thread in PLM: Architecture & Implementation
  • Fact-Check: 6 Digital Twin Claims That Break in Production
  • Mixture-of-Experts (MoE) LLM Architecture Explained (2026)
  • NVIDIA Jetson Thor: Humanoid Robot Compute Architecture
  • Digital Twins in Oil & Gas: Offshore Predictive Maintenance
  • NVIDIA L4 + VMware for AI Inference (2026 Update)
  • DMZ and Port Forwarding: Secure Remote Access Architecture
  • The IoT Protocol Stack: A Modular Architecture Guide (2026)
  • Vehicle-to-Infrastructure (V2I): Architecture & Implementation
  • How Lithium-Ion Batteries Work (and Why They Catch Fire)
  • AlphaFold 3 and Protein Structure Prediction Explained
  • Why Hyperscalers Build Custom AI Chips (2026 Analysis)
  • Order Management System Architecture for Trading (2026)
  • OpenTelemetry for Industrial IoT Observability (2026)

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