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Posts by MPRAUTO MPRAUTO

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  • MPRAUTO MPRAUTO
  • Page 73
About MPRAUTO MPRAUTO
Continuous Profiling with eBPF: Flamegraphs in Prod

Continuous Profiling with eBPF: Flamegraphs in Prod

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inDevelopmentNo Comments
A hands-on guide to continuous profiling with eBPF: how Pyroscope and Parca capture CPU and memory flamegraphs in production with near-zero overhead.
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pgvector vs Dedicated Vector Database: The 2026 ADR

pgvector vs Dedicated Vector Database: The 2026 ADR

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inDevelopment2 Comments
pgvector vs a dedicated vector database in 2026: recall, latency, filtering, scale, operations, and cost - a decision record for choosing your vector store.
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AI Inference Cost Optimization: GPU FinOps in 2026

AI Inference Cost Optimization: GPU FinOps in 2026

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inAI2 Comments
An AI inference cost optimization decision record: continuous batching, KV-cache, quantization, speculative decoding, spot GPUs, and autoscaling the inference path.
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LLM Gateway Architecture: The Control Plane for AI Apps

LLM Gateway Architecture: The Control Plane for AI Apps

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted inAI2 Comments
An LLM gateway architecture for production AI: routing, semantic caching, rate limits, budgets, fallbacks, and observability across multiple model providers.
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Physical AI on the Factory Floor: The 2026 Inflection

Physical AI on the Factory Floor: The 2026 Inflection

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted iniiotNo Comments
Why physical AI - foundation models for robots and machines - is reaching the factory floor in 2026: VLA models, humanoids, simulation, and the deployment reality.
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Omniverse vs Unreal vs Unity for Digital Twins (2026)

Omniverse vs Unreal vs Unity for Digital Twins (2026)

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted iniot3 Comments
A decision matrix comparing NVIDIA Omniverse, Unreal Engine, and Unity for industrial digital twins: USD, physics, scale, rendering, and simulation fidelity.
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Asset Administration Shell Architecture: The I4.0 Digital Twin

Asset Administration Shell Architecture: The I4.0 Digital Twin

Posted by By MPRAUTO MPRAUTO June 27, 2026Posted iniiot1 Comment
A reference architecture for the Asset Administration Shell (AAS): submodels, the Industry 4.0 digital twin metamodel, AASX, repositories, and PLM integration.
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How Solid-State Batteries Actually Work (2026)

How Solid-State Batteries Actually Work (2026)

Posted by By MPRAUTO MPRAUTO June 24, 2026Posted inScienceNo Comments
How solid-state batteries actually work: solid electrolytes, lithium-metal anodes, dendrite suppression, and why they promise safer, denser energy storage.
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AI Protein Design: How RFdiffusion Generates New Proteins (2026)

AI Protein Design: How RFdiffusion Generates New Proteins (2026)

Posted by By MPRAUTO MPRAUTO June 24, 2026Posted inScience1 Comment
How generative AI designs proteins from scratch: the RFdiffusion denoising pipeline, ProteinMPNN sequence design, AlphaFold validation, and wet-lab loop.
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Intel 18A-P Risk Production: Can It Break TSMC’s Lock? (2026)

Intel 18A-P Risk Production: Can It Break TSMC’s Lock? (2026)

Posted by By MPRAUTO MPRAUTO June 24, 2026Posted inTechNo Comments
Intel's 18A-P node entered risk production in June 2026 with Apple and Google interest. An analysis of RibbonFET, PowerVia, and the UMC partnership vs TSMC.
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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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