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Posts by MPRAUTO MPRAUTO

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  • MPRAUTO MPRAUTO
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About MPRAUTO MPRAUTO
How Neuromorphic Chips Actually Work (2026)

How Neuromorphic Chips Actually Work (2026)

Posted by By MPRAUTO MPRAUTO June 12, 2026Posted inScienceNo Comments
Neuromorphic chips compute like a brain: spikes, not clocks. How spiking neural networks, memristors, and event-driven silicon work, and why they sip power.
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How Silicon Photonics Chips Move Data With Light

How Silicon Photonics Chips Move Data With Light

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inScienceNo Comments
How silicon photonics chips move data with light: waveguides, modulators, and why optics is reshaping AI data centers, explained from first principles.
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Green Hydrogen Digital Twin Reference Architecture (2026)

Green Hydrogen Digital Twin Reference Architecture (2026)

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inDigital TwinNo Comments
A vendor-neutral 2026 reference architecture for green-hydrogen digital twins: electrolyzer telemetry, AI simulation, and the GHaaS optimization loop.
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Zenoh vs MQTT vs DDS for Robotics Middleware (2026)

Zenoh vs MQTT vs DDS for Robotics Middleware (2026)

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inTechNo Comments
An engineer's 2026 comparison of Zenoh, MQTT, and DDS for robotics middleware: latency, discovery, QoS, edge fit, and a decision matrix.
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Does a Digital Twin Need Real-Time Data? A Fact-Check

Does a Digital Twin Need Real-Time Data? A Fact-Check

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inDigital TwinNo Comments
Fact-checking the biggest digital twin myth: does a twin require a live connection? We separate marketing claims from the actual architecture.
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Agentic Digital Twins: AI-Driven Twins in 2026

Agentic Digital Twins: AI-Driven Twins in 2026

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inDigital TwinNo Comments
Why digital twins are becoming agentic in 2026: how LLM agents, live data, and closed-loop control turn replicas into self-optimizing systems.
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Long-Running Governed AI Agents: Architecture (2026)

Long-Running Governed AI Agents: Architecture (2026)

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inAINo Comments
Architecture patterns for long-running, governed AI agents in 2026: durable execution, checkpointing, guardrails, and human-in-the-loop control.
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Small vs Large LLMs for Agentic Tasks: A 2026 Benchmark

Small vs Large LLMs for Agentic Tasks: A 2026 Benchmark

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inAINo Comments
A reproducible 2026 benchmark methodology comparing small and large LLMs on agentic tasks: cost, latency, tool-call accuracy, and when small wins.
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Kafka vs Redpanda vs WarpStream: Edge Telemetry ADR

Kafka vs Redpanda vs WarpStream: Edge Telemetry ADR

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inKubernetesNo Comments
An ADR-style 2026 comparison of Kafka, Redpanda, and WarpStream for edge telemetry: cost, latency, ops burden, and a clear decision framework.
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Cilium Sidecarless Service Mesh: An eBPF Deep-Dive

Cilium Sidecarless Service Mesh: An eBPF Deep-Dive

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inKubernetesNo Comments
A 2026 deep-dive into Cilium's sidecarless service mesh: how eBPF replaces sidecars, mTLS, L7 policy, and a working setup with trade-offs.
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Posts pagination

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  • Neural Operators for Scientific Simulation: FNO & DeepONet (2026)
  • Multi-Sensor Fusion Architecture for Autonomous Robots (2026)
  • Open Banking API Architecture: PSD2 to PSD3/PSR (2026)
  • SPIFFE & SPIRE: Workload Identity Architecture for Zero Trust (2026)
  • Hybrid Search Architecture: Dense + Sparse Fusion with RRF (2026)
  • Physical Intelligence pi0.5 Explained: The VLA Robot Foundation Model (2026)
  • Single-Cell Foundation Models: scGPT & Geneformer (2026)
  • SLAM Architecture for Autonomous Robots: Localization & Mapping
  • EMV 3-D Secure 2: Payment Authentication Architecture (2026)
  • SLSA + Sigstore: Software Supply Chain Security Architecture (2026)
  • Agentic RAG Architecture: Retrieval Inside the Agent Loop (2026)
  • Mistral Large 3 Explained: Architecture & Benchmarks (2026)
  • How AI Weather Forecasting Models Work: GraphCast, GenCast, Aurora (2026)
  • VDA 5050 AMR Fleet Management: Reference Architecture (2026)
  • Sanctions Screening & Watchlist Filtering: System Architecture (2026)
  • KEDA Event-Driven Autoscaling on Kubernetes: Architecture (2026)
  • Diffusion LLMs: How Text Diffusion Models Work (2026)
  • OpenAI Sora 2 Explained: Video Generation Architecture (2026)
  • Cloud Labs: Remote Experimentation Architecture (2026)
  • MQTT Sparkplug B Reference Architecture for IIoT (2026)
  • Chargeback & Dispute Management System Architecture (2026)
  • Change Data Capture with Debezium: Streaming Architecture (2026)
  • GraphRAG: Knowledge-Graph Retrieval Architecture (2026)
  • Google Gemma 3 Explained: Architecture, Benchmarks & Deployment (2026)
  • Self-Driving Lab Data Provenance and Reproducibility (2026)
  • Industrial IoT Time-Series Data Platform Architecture (2026)
  • Reconciliation Engine Architecture for Payments (2026)
  • ClickHouse vs Druid vs Pinot: Real-Time OLAP ADR (2026)
  • Multi-LoRA Serving: Architecture for Thousands of Adapters (2026)
  • Claude Sonnet 5 Explained: Architecture, Benchmarks & Pricing (2026)
  • Autonomous Characterization: The Closed-Loop Perception Layer (2026)
  • Condition Monitoring and Machinery Health Architecture (2026)
  • Card Authorization Switch and Issuer Processing Architecture (2026)
  • Database Branching and Ephemeral Environments: An Architecture ADR (2026)
  • Expert-Parallel MoE Inference: Serving Sparse Models at Scale (2026)
  • FLUX Explained: Black Forest Labs’ Image-Generation Model (2026)
  • 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)

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