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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Fedwire, CHIPS and RTGS: Large-Value Payment System Architecture, Liquidity and Settlement Finality (2026)

Fedwire, CHIPS and RTGS: Large-Value Payment System Architecture, Liquidity and Settlement Finality (2026)

Posted by By MPRAUTO MPRAUTO October 20, 2026Posted inTechNo Comments
RTGS Payment System Architecture: Fedwire, CHIPS, Liquidity and Settlement Finality (2026) Every large-value dollar, euro or sterling payment ends the same way: two accounts at a central bank or a…
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Value-at-Risk and Expected Shortfall Engines: Historical Simulation, Monte Carlo and FRTB Architecture (2026)

Value-at-Risk and Expected Shortfall Engines: Historical Simulation, Monte Carlo and FRTB Architecture (2026)

Posted by By MPRAUTO MPRAUTO October 20, 2026Posted inTechNo Comments
Value-at-Risk and Expected Shortfall Engines: Historical Simulation, Monte Carlo and FRTB Architecture (2026) A value at risk engine is deceptively simple on a whiteboard: take a portfolio, shock the market…
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Bazel and Monorepo Build Systems: Hermetic Builds, Remote Caching and Remote Execution (2026)

Bazel and Monorepo Build Systems: Hermetic Builds, Remote Caching and Remote Execution (2026)

Posted by By MPRAUTO MPRAUTO October 20, 2026Posted inDevelopmentNo Comments
Bazel Remote Caching and Monorepo Build Systems: Hermetic Builds and Remote Execution (2026) A monorepo build gets slow in a predictable way. Nobody makes a bad decision. The repository grows,…
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GitHub Actions at Scale: OIDC Federation, Reusable Workflows, Runner Controller and Supply-Chain Security (2026)

GitHub Actions at Scale: OIDC Federation, Reusable Workflows, Runner Controller and Supply-Chain Security (2026)

Posted by By MPRAUTO MPRAUTO October 20, 2026Posted inDevelopment1 Comment
GitHub Actions at Scale: OIDC, Reusable Workflows, ARC and Supply-Chain Security The first hundred repositories on GitHub Actions are easy. Each team copies a starter workflow, pastes a cloud access…
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Kubernetes Cost Allocation with OpenCost: Showback, Chargeback and VPA Right-Sizing (2026)

Kubernetes Cost Allocation with OpenCost: Showback, Chargeback and VPA Right-Sizing (2026)

Posted by By MPRAUTO MPRAUTO October 20, 2026Posted inKubernetes1 Comment
Kubernetes Cost Allocation with OpenCost: Showback, Chargeback and VPA Right-Sizing (2026) The cloud invoice arrives as a list of virtual machines, disks and load balancers. Your engineers, however, deploy namespaces,…
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Kubernetes Scheduler Internals: Topology Spread Constraints, Affinity and the Descheduler (2026)

Kubernetes Scheduler Internals: Topology Spread Constraints, Affinity and the Descheduler (2026)

Posted by By MPRAUTO MPRAUTO October 20, 2026Posted inKubernetesNo Comments
Kubernetes Scheduler Internals: Topology Spread, Affinity and the Descheduler A Deployment with six replicas rolls out, and four of them land in one availability zone. Nothing is broken: every Pod…
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MLflow 3: Experiment Tracking, Model Registry and GenAI Tracing for the ML Lifecycle (2026)

MLflow 3: Experiment Tracking, Model Registry and GenAI Tracing for the ML Lifecycle (2026)

Posted by By MPRAUTO MPRAUTO October 20, 2026Posted inAINo Comments
MLflow 3: Experiment Tracking, Model Registry and GenAI Tracing Most machine learning teams do not fail because their models are bad. They fail because nobody can say which code, data…
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LLM Routing and Model Cascades: RouteLLM, FrugalGPT and the Cost-Quality Frontier (2026)

LLM Routing and Model Cascades: RouteLLM, FrugalGPT and the Cost-Quality Frontier (2026)

Posted by By MPRAUTO MPRAUTO October 20, 2026Posted inAI1 Comment
LLM Routing: Model Cascades, RouteLLM and FrugalGPT (2026) Most production LLM applications send every request to one model, and that model is almost always the one that performed best in…
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Inverse Kinematics for Robot Arms: Jacobians, Damped Least Squares, Singularities and Analytical Solvers (2026)

Inverse Kinematics for Robot Arms: Jacobians, Damped Least Squares, Singularities and Analytical Solvers (2026)

Posted by By MPRAUTO MPRAUTO October 19, 2026Posted iniot1 Comment
Inverse Kinematics for Robot Arms: Jacobians, Damped Least Squares, Singularities and Analytical Solvers (2026) Ask a robot arm to put its gripper at a pose and you have asked a…
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Terraform and IaC at Scale: State Management, Drift Detection and Safe Plan/Apply Pipelines (2026)

Terraform and IaC at Scale: State Management, Drift Detection and Safe Plan/Apply Pipelines (2026)

Posted by By MPRAUTO MPRAUTO October 19, 2026Posted inDevelopmentNo Comments
Terraform State Management at Scale: Drift Detection and Safe Plan/Apply Pipelines (2026) Terraform's configuration files are the part of your infrastructure everybody reviews. The state file is the part that…
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Posts pagination

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  • 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)
  • Kubernetes Default-Deny Network Policy: Microsegmentation Rollout with Cilium vs Calico (2026)
  • Spot and Preemptible Instance Architecture: Interruption-Tolerant Kubernetes, GPU Training and Checkpointing (2026)
  • Multi-LoRA Serving Architecture: Serving Hundreds of Fine-Tuned Adapters on One GPU with vLLM and S-LoRA (2026)
  • Offline Batch LLM Inference Architecture: Provider Batch APIs vs Self-Hosted vLLM on Cost and Throughput (2026)
  • Semantic Layer for LLM Analytics: MetricFlow vs Cube, Governed Metrics and Text-to-SQL That Does Not Lie (2026)
  • Marketplace Payments Architecture: Split Payments, Payouts, Escrow and KYB for Connected Accounts (2026)
  • Portfolio Optimization Engine: Mean-Variance, Black-Litterman, Risk Parity and Covariance Shrinkage (2026)
  • Yield Curve Construction Engine: Bootstrapping OIS/SOFR Curves, Interpolation and Real-Time Risk (2026)
  • Genesis vs MuJoCo Playground vs Isaac Lab: GPU Robot Simulation for Sim-to-Real (2026)
  • NERC CIP and IEC 62443 Mapping: OT Security Compliance for Electric Utilities (2026)
  • IFC 4.3 and openBIM for Digital Twins: Connecting BIM Models to Live IoT Data (2026)
  • Koopman Operator and SINDy for Digital Twins: Data-Driven System Identification (2026)

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