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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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Kubernetes 1.37 DRA Explained: 6 Changes That Retire the GPU Device Plugin in 2026

Kubernetes 1.37 DRA Explained: 6 Changes That Retire the GPU Device Plugin in 2026

Posted by By MPRAUTO MPRAUTO September 18, 2026Posted inTech3 Comments
Kubernetes 1.37 made DRA Extended Resources stable and device taints GA. What changes for GPU scheduling, and how to migrate off the device plugin.
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ArgoCD vs Flux for GitOps at Scale: An Architecture Decision Record

ArgoCD vs Flux for GitOps at Scale: An Architecture Decision Record

Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inKubernetes2 Comments
ArgoCD vs Flux GitOps decision record for 2026: multi-tenancy, progressive delivery, and which to pick for platform teams at scale.
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KEDA Event-Driven Autoscaling on Kubernetes: Architecture (2026)

KEDA Event-Driven Autoscaling on Kubernetes: Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 25, 2026Posted inDevelopment1 Comment
KEDA event-driven autoscaling explained: how the scaler, metrics adapter and controller drive HPA from queue depth and event sources - scale-to-zero, cold starts, 60+ scalers and production tuning on Kubernetes in 2026.
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Kubernetes Multi-Tenancy Architecture: Namespaces, vCluster, and Hard Isolation

Kubernetes Multi-Tenancy Architecture: Namespaces, vCluster, and Hard Isolation

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inKubernetesNo Comments
A 2026 Kubernetes multi-tenancy decision record: soft vs hard isolation, namespaces, hierarchical namespaces, vCluster, Capsule, and Kata - choosing the right tenancy model for your platform.
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Internal Developer Platform Comparison: Backstage vs Port vs Cortex (2026)

Internal Developer Platform Comparison: Backstage vs Port vs Cortex (2026)

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inTechNo Comments
A 2026 internal developer platform comparison: Backstage vs Port vs Cortex on catalog, scaffolding, scorecards, extensibility, and total cost - a decision matrix for platform engineering.
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  • Dagger vs GitHub Actions: Programmable, Container-Native CI/CD Pipelines (2026)
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  • OpenLineage and Marquez: Data Lineage Architecture, Column-Level Lineage and Impact Analysis (2026)
  • Engineering Change Management in PLM: ECR, ECO, ECN, Effectivity and the Digital Thread (2026)
  • CUDA Graphs and torch.compile for LLM Decode Latency: Killing Launch Overhead (2026)
  • Agentic Commerce Protocols: ACP vs AP2 vs UCP for AI Agent Payments (2026)
  • ACT Action Chunking Transformers and ALOHA: Bimanual Imitation Learning vs Diffusion Policy (2026)
  • LiDAR-Inertial Odometry: LIO-SAM vs FAST-LIO2 vs KISS-ICP for Robot Localization (2026)
  • Neural Text-to-Speech Architecture: VITS, Codec Language Models and Flow-Matching TTS (2026)
  • NVFP4 vs MXFP4: 4-Bit Floating Point for LLM Training and Inference (2026)
  • Tensor vs Expert vs Data Parallelism for LLM Inference: MoE Serving Design (2026)
  • ReBAC Authorization: Zanzibar, OpenFGA vs SpiceDB vs Cedar Architecture (2026)
  • 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)

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