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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
EU Cyber Resilience Act 24-Hour Reporting: A 5-Step Compliance Architecture for IIoT Vendors (2026)

EU Cyber Resilience Act 24-Hour Reporting: A 5-Step Compliance Architecture for IIoT Vendors (2026)

Posted by By MPRAUTO MPRAUTO September 18, 2026Posted inTech1 Comment
EU CRA reporting obligations went live 11 Sept 2026. A 5-step architecture for IIoT vendors: detection, triage, the 24h/72h/14-day clock and ENISA submission.
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IEC/IEEE 60802 TSN Profile: 7 Decisions Industrial Network Architects Must Make in 2026

IEC/IEEE 60802 TSN Profile: 7 Decisions Industrial Network Architects Must Make in 2026

Posted by By MPRAUTO MPRAUTO September 18, 2026Posted inTech5 Comments
IEC/IEEE 60802 published June 2026. The industrial TSN profile explained: feature selections, conformance testing, PROFINET migration and 7 architect decisions.
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Karpenter vs Cluster Autoscaler for GPU Nodes: 2026 Cost Guide

Karpenter vs Cluster Autoscaler for GPU Nodes: 2026 Cost Guide

Posted by By MPRAUTO MPRAUTO September 17, 2026Posted inKubernetes1 Comment
Karpenter vs Cluster Autoscaler for GPU node scaling in 2026: bin-packing, spot, cold-start, consolidation and the real cost difference for ML clusters.
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Postgres 18 vs TimescaleDB vs ClickHouse for IoT Time-Series (2026)

Postgres 18 vs TimescaleDB vs ClickHouse for IoT Time-Series (2026)

Posted by By MPRAUTO MPRAUTO September 17, 2026Posted inArchitecture2 Comments
Postgres 18 native partitioning vs TimescaleDB hypertables vs ClickHouse columnar for IoT time-series in 2026: ingest, compression, query latency and cost.
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LangGraph vs CrewAI vs OpenAI Agents SDK vs Pydantic AI (2026)

LangGraph vs CrewAI vs OpenAI Agents SDK vs Pydantic AI (2026)

Posted by By MPRAUTO MPRAUTO September 17, 2026Posted inAI2 Comments
LangGraph, CrewAI, OpenAI Agents SDK and Pydantic AI compared for 2026: control model, state, streaming, cost and when to pick each agent framework.
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Isaac Lab vs Isaac Sim vs Gazebo Harmonic: 2026 Robot Sim Stack

Isaac Lab vs Isaac Sim vs Gazebo Harmonic: 2026 Robot Sim Stack

Posted by By MPRAUTO MPRAUTO September 17, 2026Posted inTech3 Comments
Isaac Lab, Isaac Sim and Gazebo Harmonic compared for 2026 sim-to-real robotics: RL throughput, physics fidelity, ROS 2 integration and when to use each.
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vLLM vs SGLang vs TensorRT-LLM in 2026: The Serving Engine Pick

vLLM vs SGLang vs TensorRT-LLM in 2026: The Serving Engine Pick

Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inAI3 Comments
vLLM, SGLang, and TensorRT-LLM compared for 2026 production LLM serving: throughput, KV-cache handling, and which to pick by workload.
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OpenAI o3 and o4-mini Explained: The Reasoning-Model Lineage (2026)

OpenAI o3 and o4-mini Explained: The Reasoning-Model Lineage (2026)

Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inAINo Comments
OpenAI's o3 and o4-mini reasoning models explained: architecture, reasoning-token pricing, AIME/SWE-bench scores, and when to pick them over GPT-5.
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pgvector vs Qdrant vs LanceDB: On-Prem RAG Vector Search (2026)

pgvector vs Qdrant vs LanceDB: On-Prem RAG Vector Search (2026)

Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inKubernetes1 Comment
pgvector, Qdrant, and LanceDB compared for on-prem RAG in 2026: indexing, filtering, latency at scale, and operational overhead.
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OTLP vs Prometheus Remote Write: The 2026 Metrics Pipeline Decision

OTLP vs Prometheus Remote Write: The 2026 Metrics Pipeline Decision

Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inKubernetesNo Comments
OTLP metrics vs Prometheus remote write compared for 2026: cardinality control, push vs pull, and the migration path for existing Prometheus fleets.
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Posts pagination

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  • Teamcenter 2606: Copilot for CAD and PMI, New Active Workspace, SAP and Polarion Links (2026)
  • Isaac Sim 6.2: Newton 1.6.1, Cortex Removal and Breaking Changes Before You Upgrade (2026)
  • Matter 1.6 and 1.6.1: Groupcast, NFC Setup, Joint Fabric, Product Security 1.1 (2026)
  • Linux 7.1 Mainline PREEMPT_RT on 32-bit ARM: Build, Measure Latency, Compare With Zephyr (2026)
  • Qualcomm Dragonwing Q-2390 vs IQ-2390: A78, 1.1 TOPS NPU, TSN, RISC-V Core (2026)
  • Terraform MCP Server GA: Connecting AI Assistants to HCP Terraform Safely (2026)
  • GitHub’s 8-Hour Outage (Aug 17, 2026): Build a CI/CD Fallback With Mirrors and Runners
  • Google Cloud europe-west2-b Outage (Oct 20, 2026): What Failed and Multi-Zone Failover Design
  • Python 3.15 for ML Pipelines: Lazy Imports, frozendict, Tachyon Profiler and JIT (2026)
  • Nex-N2.5 Agent Models Explained: 1.6T Max, 397B Pro, 35B Mini and the Open-Weights Status (2026)
  • MBZUAI K2 Horizon: Six Fully Open Models up to 375B-A23B, Apache 2.0, With Training Recipes (2026)
  • StepFun Step 5 Preview Open Weights: 600B MoE, 27B Active, 1M Context for Agents (2026)
  • OpenTelemetry GenAI Semantic Conventions: Tracing LLM Calls, Agents, Tokens and Cost (2026)
  • ROS 2 QoS Profiles and DDS Tuning: Reliability, Durability, Deadline and Lifespan over Lossy Wi-Fi (2026)
  • Apache Arrow Flight SQL for High-Throughput Telemetry: Columnar Zero-Copy vs gRPC vs MQTT (2026)
  • ChirpStack LoRaWAN Network Server Architecture: Gateway Bridge, ADR, Multicast and FUOTA (Self-Hosted, 2026)
  • CBOR vs Protobuf vs MessagePack vs FlatBuffers: Encoding IoT Payloads on Constrained Devices (nanopb, CDDL, COSE) (2026)
  • Kubernetes In-Place Pod Resize: Vertical Scaling Without Restarts, VPA, cgroups and QoS (2026)
  • Model Cards, Datasheets and ML-BOM (CycloneDX): AI Supply-Chain Provenance and EU AI Act Documentation (2026)
  • RAG Retrieval Evaluation: Recall@k, nDCG, MRR, Golden Sets and RAGAS in a CI Pipeline (2026)
  • 800V DC Power for AI Data Centers: Solid-State Transformers, Rack Architecture and Efficiency Math (2026)
  • Vehicle Signal Specification (VSS) and Eclipse Kuksa: Software-Defined Vehicle Data Layer Architecture (2026)
  • Rust Embedded for IoT Firmware: Embassy Async vs Zephyr vs FreeRTOS on Cortex-M (2026)
  • WebGPU In-Browser LLM Inference: WebLLM, WGSL Kernels, VRAM Limits and When It Beats WASM (2026)
  • LLM Gateways Compared: LiteLLM vs Portkey vs Kong AI Gateway vs Cloudflare AI Gateway (2026)
  • Managed Kubernetes in 2026: EKS vs GKE vs AKS on Networking, Upgrades, Autoscaling and Cost
  • Co-Simulation Master Algorithms: Jacobi vs Gauss-Seidel, SSP and Algebraic Loops for Digital Twins (2026)
  • SROS2: ROS 2 Security with DDS-Security, Enclaves, Certificates and Access Control Policies (2026)
  • SLH-DSA vs ML-DSA vs FN-DSA: Post-Quantum Firmware Signing and Secure Boot for IoT (2026)
  • A/B Testing for ML Systems: CUPED, Sequential Testing, Interleaving and Contextual Bandits (2026)
  • Vitess vs Citus vs CockroachDB: Horizontal Sharding Architecture for MySQL and PostgreSQL (2026)
  • Distributed Locks, Leases and Fencing Tokens: Redlock Critique and etcd/ZooKeeper Correctness (2026)
  • Confidential VMs: Intel TDX vs AMD SEV-SNP vs Arm CCA and Remote Attestation Architecture (2026)
  • GPU Sharing on Kubernetes: NVIDIA MIG vs MPS vs Time-Slicing vs vGPU for Multi-Tenant Inference (2026)
  • LLM Prefix Caching: RadixAttention vs vLLM Automatic Prefix Caching and KV Cache Reuse (2026)
  • Requirements Management in PLM: ReqIF, DOORS vs Jama vs Polarion and End-to-End Traceability (2026)
  • Large-Scale Digital Twin Visualization: 3D Tiles, Cesium, Point Cloud Streaming and LOD Architecture (2026)
  • TSN Time-Aware Shaper (IEEE 802.1Qbv): Gate Control List Scheduling for Deterministic Industrial Ethernet (2026)
  • ISA-88 Batch Control: Recipe Management, the Physical and Procedural Models, and MES/Digital Twin Integration (2026)

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