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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Fact-Check: Viral ‘AGI in 2026’ Videos vs What Frontier Models Actually Do

Fact-Check: Viral ‘AGI in 2026’ Videos vs What Frontier Models Actually Do

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted inAINo Comments
Fact-check of viral AGI countdown videos — what frontier models like GPT-5 and Claude Opus 4.6 actually do, where they fail, and the real 2026 timeline.
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DDS Data Distribution Service: Real-Time Pub-Sub Protocol Complete Guide

DDS Data Distribution Service: Real-Time Pub-Sub Protocol Complete Guide

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted iniiotNo Comments
Deep DDS guide — RTPS wire protocol, QoS policies, DataReader/DataWriter semantics, discovery, security, ROS 2 integration, and real deployments.
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Sparkplug B 3.0 Protocol: The Complete Technical Guide for Unified Namespace

Sparkplug B 3.0 Protocol: The Complete Technical Guide for Unified Namespace

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted iniiotNo Comments
Deep Sparkplug B 3.0 reference — topic structure, NBIRTH/DBIRTH/NDATA, sequence numbers, state machine, Eclipse Tahu, and UNS deployment patterns.
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Trino vs Presto vs Apache Spark: Query Engines for Lakehouse Analytics 2026

Trino vs Presto vs Apache Spark: Query Engines for Lakehouse Analytics 2026

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted inArchitectureNo Comments
Decision matrix for lakehouse query engines — Trino, PrestoDB, Spark SQL: architecture, performance, cost, Iceberg/Delta support, and when to choose each.
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TimescaleDB Hypertables Deep Dive: Chunks, Compression, Continuous Aggregates

TimescaleDB Hypertables Deep Dive: Chunks, Compression, Continuous Aggregates

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted inArchitectureNo Comments
Complete TimescaleDB hypertables guide — chunk architecture, columnar compression, continuous aggregates, retention, and production tuning patterns.
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Cilium eBPF Service Mesh: L3-L7 Networking, Observability, Security 2026

Cilium eBPF Service Mesh: L3-L7 Networking, Observability, Security 2026

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted inKubernetesNo Comments
Complete Cilium service mesh guide — eBPF datapath, Envoy integration, L7 policies, Hubble observability, and sidecarless vs Istio trade-offs.
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Production MQTT Cluster with EMQX on Kubernetes: Complete Tutorial 2026

Production MQTT Cluster with EMQX on Kubernetes: Complete Tutorial 2026

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted iniiotNo Comments
Hands-on tutorial for a production EMQX MQTT cluster — Helm install, node mesh, persistence, TLS, metrics, load testing, and HA failover patterns.
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AlphaFold 3 Architecture: Diffusion-Based Protein Structure Prediction 2026

AlphaFold 3 Architecture: Diffusion-Based Protein Structure Prediction 2026

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted inScienceNo Comments
Deep AlphaFold 3 explainer — Pairformer, diffusion decoder, joint structure for proteins + ligands + nucleic acids, accuracy benchmarks, and limitations.
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2026 Humanoid Robot Benchmark: Figure 03, Optimus Gen-3, Unitree G1, Digit

2026 Humanoid Robot Benchmark: Figure 03, Optimus Gen-3, Unitree G1, Digit

Posted by By MPRAUTO MPRAUTO April 22, 2026Posted inTechNo Comments
Living benchmark of 2026 humanoid robots — payload, DOF, battery, locomotion, manipulation, compute, and unit cost for Figure, Optimus, G1, and Digit.
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SOC 2 vs ISO 27001 Compliance Architecture: Technical Controls Deep Dive

SOC 2 vs ISO 27001 Compliance Architecture: Technical Controls Deep Dive

Posted by By MPRAUTO MPRAUTO April 19, 2026Posted inSecurityNo Comments
SOC 2 vs ISO 27001 technical deep dive — trust service criteria, Annex A controls, audit architecture, evidence collection, and implementation patterns.
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Posts pagination

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  • DeepSeek V4 Explained: Architecture, Sparse Attention, Benchmarks, and Deployment (2026)
  • DeepSeek V4 Explained: Architecture, Sparse Attention, Benchmarks, and Deployment (2026)
  • In-Vivo CAR-T Cell Therapy: How Engineering T-Cells Inside the Body Works (2026)
  • d-Matrix Corsair and the Rise of Dedicated AI Inference Silicon (2026 Analysis)
  • Perpetual KYC (pKYC) Architecture: Continuous Risk Reassessment for 2026
  • Dapr for Distributed Microservices: A 2026 Tool Deep-Dive and Tutorial
  • PostgreSQL vs Distributed SQL (CockroachDB, YugabyteDB): A Multi-Tenant SaaS ADR (2026)
  • Long-Context LLM Benchmarks 2026: RULER, Effective Context, and the Lost-in-the-Middle Problem
  • Long-Context LLM Benchmarks 2026: RULER, Effective Context, and the Lost-in-the-Middle Problem
  • RAG Evaluation Architecture: Faithfulness, Context Precision, and RAGAS-Style Metrics (2026)
  • Industrial World Models: How Physical AI Is Reshaping Factory Autonomy in 2026
  • FMI 3.0 Co-Simulation with FMPy: A Hands-On Digital Twin Tutorial (2026)
  • FMI 3.0 Co-Simulation with FMPy: A Hands-On Digital Twin Tutorial (2026)
  • Isaac Sim vs Gazebo vs MuJoCo: Choosing a Robot Simulator in 2026
  • Module Type Package (MTP) Reference Architecture for Modular Process Automation (2026)
  • Qwen3.6 Explained: Hybrid MoE Architecture, 1M Context, and Benchmarks
  • Kubernetes Multi-Tenancy Architecture: Namespaces, vCluster, and Hard Isolation
  • Qualcomm Buys Modular: The CUDA Moat and the Portable AI Compiler Play
  • How Superconductors Actually Work (and Why They Levitate)
  • Quantum Error Correction Explained: Surface Codes and the Path to Fault Tolerance
  • AML with Graph Neural Networks: Detecting Laundering Rings and Synthetic Identity
  • MPC Wallet Custody Architecture: Threshold Signatures and Key Sharding (2026)
  • Internal Developer Platform Comparison: Backstage vs Port vs Cortex (2026)
  • AIOps Incident Response Architecture: Agentic SRE and Alert Correlation (2026)
  • Feature Store Architecture: Online/Offline Parity and Point-in-Time Correctness
  • Confidential AI Inference: TEEs and GPU Confidential Computing (2026)
  • W3C Web of Things (WoT) Reference Architecture for Industrial IoT (2026)
  • Llama 4 Explained: Scout, Maverick, and Behemoth (MoE)
  • How MRI Actually Works: The Physics of Magnetic Resonance
  • Optogenetics: Engineering Light-Controlled Neurons
  • Micron’s AI Memory Supercycle: Why HBM Is the Bottleneck
  • Vector Database Benchmarks 2026: Pinecone, Weaviate, Qdrant
  • Low-Latency Market Data Feed Handler: Engineering Guide
  • NVIDIA Jetson + K3s: Edge AI Cluster Tutorial (2026)
  • SCADA vs OPC vs IoT Platform vs Data Historian (2026)
  • IoT in Clinical Trials: Architecture for Efficiency
  • RWA Tokenization Architecture: Issuance to Settlement
  • Confidential Containers on Kubernetes: A 2026 Guide
  • Multi-Region Active-Active Database Architecture (2026)

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