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AI Data Center Power: Behind-the-Meter, Nuclear PPAs and Grid Architecture

AI Data Center Power: Behind-the-Meter, Nuclear PPAs and Grid Architecture

Posted by By MPRAUTO MPRAUTO October 1, 2026Posted inKubernetesNo Comments
JERA, Dell and RHAELM plan a 400MW behind-the-meter AI campus; Amazon signed a Calvert Cliffs nuclear PPA. How AI data center power architecture works.
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AI-Generated Code in CI/CD: Guardrails for a DevSecOps Pipeline

AI-Generated Code in CI/CD: Guardrails for a DevSecOps Pipeline

Posted by By MPRAUTO MPRAUTO October 1, 2026Posted inKubernetes1 Comment
42% of developers say AI writes half their code. A CI/CD guardrail architecture: provenance, SAST, policy-as-code, review gates and metrics.
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Argo Rollouts vs Flagger: Progressive Delivery ADR for 2026

Argo Rollouts vs Flagger: Progressive Delivery ADR for 2026

Posted by By MPRAUTO MPRAUTO September 30, 2026Posted inKubernetesNo Comments
Argo Rollouts vs Flagger compared on traffic shaping, metrics analysis, GitOps fit, Gateway API support and failure modes, with a decision record.
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OpenTelemetry Kubernetes Attributes Processor v1.0: Migration Guide

OpenTelemetry Kubernetes Attributes Processor v1.0: Migration Guide

Posted by By MPRAUTO MPRAUTO September 30, 2026Posted inKubernetes1 Comment
The k8sattributes processor hit v1.0.0 on Sept 16, 2026 with stable semantic conventions v1.42. Breaking changes, config migration, and rollout plan.
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Crossplane Composition Functions: Internal Developer Platform

Crossplane Composition Functions: Internal Developer Platform

Posted by By MPRAUTO MPRAUTO September 30, 2026Posted inKubernetesNo Comments
Build an internal developer platform with Crossplane composition functions: XRDs, function pipelines, testing, and Terraform comparison, with code.
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eBPF for Kubernetes Observability: An Architecture Decision Record

eBPF for Kubernetes Observability: An Architecture Decision Record

Posted by By MPRAUTO MPRAUTO September 30, 2026Posted inKubernetesNo Comments
ADR on replacing APM agents with eBPF for Kubernetes observability: coverage, overhead, limits, OpenTelemetry eBPF instrumentation, decision guide.
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llm-d on Kubernetes: Prefill/Decode Disaggregation for LLM Inference

llm-d on Kubernetes: Prefill/Decode Disaggregation for LLM Inference

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inKubernetes1 Comment
llm-d explained: disaggregated prefill and decode, KV-cache-aware routing and vLLM on Kubernetes, with cost math, an install path and where it beats a plain vLLM deployment.
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Istio Ambient Multicluster and Gateway API Inference Extension for LLM Serving

Istio Ambient Multicluster and Gateway API Inference Extension for LLM Serving

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inKubernetes1 Comment
How Istio ambient multicluster and the Gateway API Inference Extension route LLM traffic by KV-cache and queue depth, with a reference architecture and failure modes.
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Argo CD 3.x Upgrade Guide: What Changed vs v2 for Production

Argo CD 3.x Upgrade Guide: What Changed vs v2 for Production

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inKubernetesNo Comments
A production upgrade guide from Argo CD v2 to 3.x: RBAC and logs defaults, annotation tracking, ApplicationSet changes, sharding and a rollback-safe rollout plan.
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Kubernetes 1.37: Stable Metrics API and Rootless Kubelet in Beta

Kubernetes 1.37: Stable Metrics API and Rootless Kubelet in Beta

Posted by By MPRAUTO MPRAUTO September 28, 2026Posted inKubernetesNo Comments
Kubernetes 1.37 Garhwal graduates the Metrics API to stable and moves the rootless kubelet to beta. What changes for autoscaling, security, and upgrades.
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Posts pagination

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  • LCR and NSFR Calculation Engine: HQLA, Run-Off Rates and Basel III Liquidity Reporting Architecture (2026)
  • Visual Servoing for Robots: IBVS vs PBVS, the Interaction Matrix and Hybrid 2.5D Control (2026)
  • Digital FMEA: AIAG-VDA 7-Step Method, Knowledge Graphs and the PLM Digital Thread (2026)
  • Statistical Process Control in IIoT: Control Charts, Cpk, Western Electric and Nelson Rules in a Streaming Architecture (2026)
  • SAE J1939 Explained: PGN, SPN, Transport Protocol and a Heavy-Duty Vehicle Telematics Data Pipeline (2026)
  • MCP Server Security: Tool Poisoning, Confused Deputy, OAuth 2.1 Resource Indicators and a Threat Model (2026)
  • Envoy xDS Control Plane Architecture: LDS, CDS, EDS, RDS, Delta xDS and Building a Control Plane (2026)
  • ML Pipeline Orchestration: Kubeflow Pipelines vs Flyte vs Metaflow vs Argo Workflows vs Airflow (2026)
  • Pipeline Parallelism for LLM Training: GPipe, 1F1B, Interleaved, Zero-Bubble and DualPipe Schedules (2026)
  • Diffusion Language Models: LLaDA, Masked Discrete Diffusion and Parallel Decoding vs Autoregressive LLMs (2026)
  • Securities Lending and Repo Architecture: SFTR Reporting, Tri-Party Collateral and Optimization (2026)
  • CCP Initial Margin Models: SPAN vs VaR, the Default Waterfall and Procyclicality Controls (2026)
  • Asset Administration Shell Submodels in Practice (2026 Guide)
  • Digital Product Passport Architecture: The EU ESPR Data Model (2026)
  • TWAP Execution Algorithm Architecture: Design & Slippage (2026)
  • Q2 2026 LLM Inference Benchmark: vLLM vs TGI vs SGLang vs Triton
  • Multi-Agent Orchestration 2026: MCP vs A2A vs LangGraph
  • RT-DETR vs YOLO: NMS-Free Transformer Object Detection, Latency and Edge Deployment with TensorRT (2026)
  • Model Predictive Control (MPC) vs PID: Constraints, Prediction Horizons and a Hands-On OSQP and acados Tutorial (2026)
  • IO-Link and IO-Link Wireless: Master Architecture, IODD, Process Data and Integration with OPC UA and MQTT (2026)
  • Credit Scoring and Underwriting ML Architecture: Scorecards, Gradient Boosting, Adverse Action Explainability and Monitoring (2026)
  • Basel III Endgame Risk-Weighted Assets Engine: Standardised Approach Calculation Architecture and Data Lineage (2026)
  • 3-D Secure 2 (EMV 3DS) Architecture: PSD2 SCA, Frictionless vs Challenge Flows and Risk-Based Authentication (2026)
  • Polars vs DuckDB vs DataFusion: Apache Arrow Analytical Engines Compared for 2026 Workloads
  • S3-Compatible Object Storage: Ceph RGW vs MinIO vs SeaweedFS vs Garage Architecture Decision Record (2026)
  • Slurm vs Kubernetes for AI Training: Kueue, Volcano, Slinky and the 2026 GPU Scheduling Decision Guide
  • NVLink vs InfiniBand vs RoCE: NCCL All-Reduce, Collectives and GPU Cluster Network Design for AI Training (2026)
  • OpenAI Triton GPU Kernel Programming Tutorial: Block-Level Tiling, Fused Kernels and When to Choose CUDA, CUTLASS or CuTe (2026)
  • FlashAttention Explained: IO-Aware Attention, Tiling, Online Softmax and FlashAttention-3/4 on Modern GPUs (2026)
  • Impedance vs Admittance Control: Compliant Robot Manipulation, Force Control and Contact-Rich Tasks (2026)
  • Virtual Power Plant Architecture: DER Aggregation, OpenADR 3, IEEE 2030.5 and Grid Services (2026)
  • MITRE ATT&CK for ICS: OT Threat Detection, Passive Network Monitoring and Zeek-Based Architecture (2026)
  • io_uring Explained: Linux Async I/O, Submission and Completion Rings and High-Performance Servers (2026)
  • Kubernetes Operators in Depth: Controller-Runtime, Reconciliation Loops, CRD Design and Finalizers (2026)
  • QUIC and HTTP/3 Deep Dive: Handshake, Streams, Loss Recovery and Congestion Control (2026)
  • Vision Transformer vs ConvNeXt vs Swin: Choosing a Vision Backbone for Industrial Inspection and Edge Deployment (2026)
  • Speech Recognition Architecture: CTC vs RNN-T vs Attention Encoder-Decoder, Whisper and Streaming ASR (2026)
  • Flow Matching and Rectified Flow vs Diffusion Models: How Modern Generative Models Sample (2026)
  • XVA and CVA: Counterparty Credit Risk, Monte Carlo Exposure Simulation and GPU Architecture (2026)

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