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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Request to Pay and Account-to-Account Payments: An Architecture (2026)

Request to Pay and Account-to-Account Payments: An Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 30, 2026Posted inTechNo Comments
Request to Pay architecture explained: SEPA RtP and Pay.UK messaging, account-to-account rails, open-banking initiation, reconciliation and settlement - a systems deep-dive.
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Kubernetes Secrets Management with External Secrets Operator (2026)

Kubernetes Secrets Management with External Secrets Operator (2026)

Posted by By MPRAUTO MPRAUTO July 30, 2026Posted inTechNo Comments
Kubernetes secrets management done right: External Secrets Operator vs the Secrets Store CSI Driver, Vault and cloud secret managers, rotation, sync patterns and failure modes.
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LLM Function Calling and Tool Use: A Production Architecture (2026)

LLM Function Calling and Tool Use: A Production Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 30, 2026Posted inAINo Comments
LLM function calling explained: JSON-schema tool definitions, parallel tool calls, the agent loop, routing, validation and failure handling in a production tool-use architecture.
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Grok 4.5 Explained: Architecture, Benchmarks and Deployment (2026)

Grok 4.5 Explained: Architecture, Benchmarks and Deployment (2026)

Posted by By MPRAUTO MPRAUTO July 30, 2026Posted inAINo Comments
Grok 4.5 explained: xAI's 2026 flagship - MoE architecture, 500K context, Cursor-tuned agentic coding, benchmark scores, API pricing, deployment and honest limits.
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Brain-Computer Interface Neural Decoding Architecture (2026)

Brain-Computer Interface Neural Decoding Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inScienceNo Comments
Neural decoding explained: how a brain-computer interface turns spikes into intent - signal chain, spike sorting, decoder models, closed-loop calibration and honest limits.
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6-DoF Grasp Detection: Robotic Manipulation Architecture (2026)

6-DoF Grasp Detection: Robotic Manipulation Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inTechNo Comments
6-DoF grasp detection explained: how point-cloud and vision-based grasp networks propose, score and rank robot grasps - GraspNet, sampling vs regression, sim-to-real and failure modes.
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Network Tokenization Architecture for Card Payments (2026)

Network Tokenization Architecture for Card Payments (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inTechNo Comments
Network tokenization explained: how card network token vaults, TSPs and cryptograms replace the PAN - lifecycle management, auth-rate lift, PCI scope cuts and integration trade-offs.
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Durable Execution Architecture: Temporal, Restate and DBOS (2026)

Durable Execution Architecture: Temporal, Restate and DBOS (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inDevelopmentNo Comments
Durable execution explained: how event-sourced replay makes workflows crash-proof - deterministic code, event history, Temporal vs Restate vs DBOS trade-offs and failure modes.
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ColPali and Visual Document Retrieval: Late-Interaction RAG (2026)

ColPali and Visual Document Retrieval: Late-Interaction RAG (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inAINo Comments
ColPali explained: how late-interaction vision-language retrieval indexes document page images directly - MaxSim scoring, storage trade-offs, and a production multimodal RAG architecture.
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Claude Opus 5 Explained: Architecture, Benchmarks and Deployment (2026)

Claude Opus 5 Explained: Architecture, Benchmarks and Deployment (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inAINo Comments
Claude Opus 5 explained: Anthropic's 2026 frontier model - 1M-token context, effort toggle, 96% SWE-bench Verified, pricing, deployment and honest limits.
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Posts pagination

Previous page 1 2 3 4 5 6 … 52 Next page
  • vLLM vs SGLang vs TensorRT-LLM in 2026: The Serving Engine Pick
  • OpenAI o3 and o4-mini Explained: The Reasoning-Model Lineage (2026)
  • pgvector vs Qdrant vs LanceDB: On-Prem RAG Vector Search (2026)
  • OTLP vs Prometheus Remote Write: The 2026 Metrics Pipeline Decision
  • TensorRT-LLM vs llama.cpp on Jetson: Throughput, VRAM & Setup (2026)
  • INT4 vs INT8 vs FP8 on Edge NPUs: The 2026 Quantization Trade-off
  • Sparkplug B vs Plain MQTT Topics: Do You Actually Need Sparkplug? (2026)
  • PROFINET vs EtherCAT vs OPC UA FX+TSN: The 2026 Deterministic Ethernet Decision
  • K3s at the Edge: A Production Kubernetes Guide for 2026
  • ArgoCD vs Flux for GitOps at Scale: An Architecture Decision Record
  • Agentic RAG Architecture Patterns: When Plain RAG Is Not Enough
  • OPC UA vs MQTT Sparkplug B: The Industrial Connectivity Decision (2026)
  • Unified Namespace (UNS) Reference Architecture for Industrial IoT in 2026
  • Ollama vs LM Studio vs Jan (2026): Local LLM Runner Compared
  • containerd vs CRI-O (2026): Kubernetes Runtime Decision Guide
  • Podman vs Docker (2026): Rootless, Daemonless & Compose Tested
  • Karpenter vs Cluster Autoscaler (2026): GPU Node Scaling & Cost
  • ONNX vs TFLite vs ExecuTorch vs Core ML (2026): Edge Format Pick
  • Hailo-10H vs Jetson Orin Nano (2026): Same CV Workload Tested
  • ROS 2 Kilted to Lyrical Luth Migration (2026): What Breaks & Fixes
  • LangGraph vs CrewAI vs Pydantic-AI vs Agents SDK (2026): Which to Pick
  • MACE vs MatterSim vs Orb (2026): ML Interatomic Potentials
  • MCP Server Frameworks (2026): FastMCP vs Official SDK
  • NATS JetStream vs Kafka (2026): Edge & IIoT Telemetry ADR
  • On-Device LLM Runtimes (2026): llama.cpp vs MLC vs ONNX
  • Jetson Thor vs Hailo-10H vs Coral (2026): Edge Inference Pick
  • Digital Product Passport Data Model (2026): GS1 vs AAS vs Custom
  • OPC UA FX vs MQTT Sparkplug B (2026): Which for Your UNS
  • AI Plasma Control for Tokamak Fusion: Reinforcement Learning (2026)
  • Diffusion Policy for Robot Manipulation: Imitation Learning (2026)
  • Request to Pay and Account-to-Account Payments: An Architecture (2026)
  • Kubernetes Secrets Management with External Secrets Operator (2026)
  • LLM Function Calling and Tool Use: A Production Architecture (2026)
  • Grok 4.5 Explained: Architecture, Benchmarks and Deployment (2026)
  • Brain-Computer Interface Neural Decoding Architecture (2026)
  • 6-DoF Grasp Detection: Robotic Manipulation Architecture (2026)
  • Network Tokenization Architecture for Card Payments (2026)
  • Durable Execution Architecture: Temporal, Restate and DBOS (2026)
  • ColPali and Visual Document Retrieval: Late-Interaction RAG (2026)

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