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Istio 1.31 Explained: What Changed and How to Upgrade Your Service Mesh

Istio 1.31 Explained: What Changed and How to Upgrade Your Service Mesh

Posted by By MPRAUTO MPRAUTO October 4, 2026Posted inKubernetesNo Comments
Istio 1.31 explained: ambient mesh changes, deprecations and upgrade notes, plus a safe revision-based canary upgrade plan for sidecar or ambient mode.
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Rust in the Linux Kernel Goes Mainstream: What It Means for Embedded and IoT Drivers

Rust in the Linux Kernel Goes Mainstream: What It Means for Embedded and IoT Drivers

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inKubernetesNo Comments
Rust is no longer experimental in the Linux kernel. What changed, how Rust drivers work, and what embedded and IoT teams should do about out-of-tree.
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OpenTelemetry Specification 1.61 and Q3 2026 Changes: What Platform Teams Should Do

OpenTelemetry Specification 1.61 and Q3 2026 Changes: What Platform Teams Should Do

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inKubernetes1 Comment
OpenTelemetry Specification v1.61 and recent Collector, Rust 0.33 and Demo 3.1 releases: what changed in Q3 2026, migration risks, and a pragmatic upgrade.
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Time-Series Database Internals: InfluxDB 3, TimescaleDB, and QuestDB Under the Hood

Time-Series Database Internals: InfluxDB 3, TimescaleDB, and QuestDB Under the Hood

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inKubernetes5 Comments
Time series database internals compared: InfluxDB 3 Core and Enterprise, TigerData TimescaleDB and QuestDB, with updated October 2026 facts.
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gRPC vs REST vs GraphQL vs Connect: API Protocol Comparison 2026

gRPC vs REST vs GraphQL vs Connect: API Protocol Comparison 2026

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inKubernetesNo Comments
gRPC vs REST vs GraphQL vs Connect compared at the wire level for October 2026: framing, caching, streaming, browsers and a decision matrix.
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eBPF for Observability: How Kernel-Level Tracing Replaced Traditional APM

eBPF for Observability: How Kernel-Level Tracing Replaced Traditional APM

Posted by By MPRAUTO MPRAUTO October 3, 2026Posted inKubernetes1 Comment
eBPF observability, updated October 2026: OpenTelemetry eBPF Instrumentation (OBI) v0.13, Tetragon 1.7, Cilium 1.19, Parca, Pixie and kernel 7.x.
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PostgreSQL 19 Release Guide: Logical Replication, WAL Level and Upgrade Plan

PostgreSQL 19 Release Guide: Logical Replication, WAL Level and Upgrade Plan

Posted by By MPRAUTO MPRAUTO October 2, 2026Posted inKubernetes1 Comment
PostgreSQL 19 beta guide: sequence replication, dynamic WAL level, new monitoring views, breaking changes, and a pg_upgrade or logical replication upgrade plan.
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Kubernetes 1.37 Memory QoS and Pod-Level Resource Managers Beta Explained

Kubernetes 1.37 Memory QoS and Pod-Level Resource Managers Beta Explained

Posted by By MPRAUTO MPRAUTO October 2, 2026Posted inKubernetesNo Comments
Kubernetes 1.37 brings Memory QoS and pod-level resource managers to beta. cgroup v2 memory.high behavior, throttling risks and tuning guidance.
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Kubernetes 1.37 Pod Certificates and Cluster Trust Bundles GA: Workload Identity Guide

Kubernetes 1.37 Pod Certificates and Cluster Trust Bundles GA: Workload Identity Guide

Posted by By MPRAUTO MPRAUTO October 2, 2026Posted inKubernetesNo Comments
Pod Certificates and ClusterTrustBundles reach GA in Kubernetes 1.37. How pod X.509 identity works vs SPIFFE and cert-manager, with migration steps.
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Kubernetes 1.37 HPA Scale-to-Zero Beta vs KEDA and Knative

Kubernetes 1.37 HPA Scale-to-Zero Beta vs KEDA and Knative

Posted by By MPRAUTO MPRAUTO October 2, 2026Posted inKubernetesNo Comments
Kubernetes 1.37 moves HPA scale-to-zero to beta. How it works, its limits, and when KEDA or Knative still win for event-driven workloads.
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  • 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)
  • Trade Surveillance Architecture: Detecting Spoofing, Layering and Wash Trading Under MAR and Dodd-Frank (2026)
  • Options Pricing Engine Architecture: Black-Scholes, Greeks, SABR/Heston Calibration and Real-Time Risk (2026)
  • Hawkes Processes for Order Flow: Self-Exciting Intensity Models in Market Microstructure (2026)
  • Remaining Useful Life Prediction: Prognostics with Weibull, Survival Analysis, LSTM and Particle Filters (2026)
  • Time-Series Compression for IoT Telemetry: Gorilla, Delta-of-Delta, XOR and Swinging-Door (2026)
  • MiFID II RTS 25 Clock Synchronization: Trade Timestamping, PTP, GPS and Audit Architecture (2026)
  • Model Risk Management for ML Credit Models: SR 11-7, Validation, Explainability and Monitoring (2026)
  • Avellaneda-Stoikov Market Making: Inventory Risk, Reservation Price and System Architecture (2026)
  • Parquet vs ORC vs Lance vs Vortex: Columnar File Formats Compared for 2026
  • Overload Control: Backpressure, Load Shedding, Adaptive Concurrency Limits and CoDel (2026)
  • XDP and eBPF Layer-4 Load Balancing: Katran, Cilium and Maglev Hashing Explained (2026)
  • LLM Pretraining Data Curation: Deduplication, MinHash LSH, Quality Filters and Data Mixtures (2026)

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