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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Fact-Check: Did a Quantum Computer Break RSA-2048 in 2026?

Fact-Check: Did a Quantum Computer Break RSA-2048 in 2026?

Posted by By MPRAUTO MPRAUTO September 30, 2026Posted inTechNo Comments
Fact-check of viral claims that a quantum computer broke RSA-2048: what was actually factored, qubit requirements and NIST PQC deadlines.
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Decision Models with Typed Outputs: Jev 1.13 and Solar Decide Explained

Decision Models with Typed Outputs: Jev 1.13 and Solar Decide Explained

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inAINo Comments
A new model category returns typed decisions with probabilities instead of prose. How Jev 1.13 and Solar Decide work, the pricing model and where they replace LLM classifiers.
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Stablecoin Settlement on Card Networks: Visa and Mastercard Architecture

Stablecoin Settlement on Card Networks: Visa and Mastercard Architecture

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inTechNo Comments
How Visa and Mastercard integrate stablecoin settlement with existing authorization, clearing and treasury flows, and what the CLARITY Act stall means for system design.
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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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PLM Vendor Landscape 2026: Siemens, PTC, Dassault, Autodesk, Oracle, Aras

PLM Vendor Landscape 2026: Siemens, PTC, Dassault, Autodesk, Oracle, Aras

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inPLMNo Comments
A 2026 architecture-level comparison of Siemens Teamcenter X, PTC Windchill, Dassault 3DEXPERIENCE, Autodesk, Oracle and Aras: data model, SaaS, AI, lock-in.
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Siemens PAVE360: Automotive Digital Twin and Virtual ECU Architecture

Siemens PAVE360: Automotive Digital Twin and Virtual ECU Architecture

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inDigital TwinNo Comments
How Siemens PAVE360 builds a full-vehicle digital twin from virtual ECUs, SoC models and co-simulation, and where it fits in software-defined-vehicle programs.
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TI MSPM0G5187 and AM13Ex: TinyEngine NPU Edge AI Microcontrollers

TI MSPM0G5187 and AM13Ex: TinyEngine NPU Edge AI Microcontrollers

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inTechNo Comments
Texas Instruments MSPM0G5187 and AM13Ex put a TinyEngine NPU inside a microcontroller. What it runs, how it compares with Cortex-M55 Ethos-U and when to choose it.
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ElevenLabs Eleven v4: Expressive TTS Architecture and Voice-Agent Latency

ElevenLabs Eleven v4: Expressive TTS Architecture and Voice-Agent Latency

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inAI1 Comment
ElevenLabs Eleven v4 and Turbo (Sept 28, 2026): 90+ languages, instant voice clones. How modern expressive TTS works and how to budget voice-agent latency.
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Posts pagination

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  • Retries, Backoff with Jitter, Circuit Breakers and Retry Budgets: Resilience Patterns (2026)
  • SOME/IP and Automotive Ethernet: Service-Oriented Architecture for the Software-Defined Vehicle (2026)
  • DNP3 Protocol Deep Dive: Link, Transport and Application Layers, Secure Authentication and SCADA Utilities (2026)
  • OAuth 2.1, PKCE, OIDC and JWT Validation Pitfalls: A Token Security Guide (2026)
  • Interchange Fees and Least-Cost Routing: Card Payment Cost Architecture (2026)
  • Payment Retries and Dunning: Smart Retry Architecture for Recovering Failed Card Payments (2026)
  • Browser Agents Architecture: DOM, Accessibility Tree vs Vision, and Playwright MCP (2026)
  • Mechanistic Interpretability: Sparse Autoencoders, Features and Circuits in LLMs (2026)
  • Distributed Training Parallelism: Data, Tensor, Pipeline, FSDP/ZeRO and NCCL Collectives (2026)
  • Probabilistic Data Structures: Bloom Filters, HyperLogLog, Count-Min Sketch and Cuckoo Filters (2026)
  • Load Balancing Algorithms: Power of Two Choices, Maglev and L4 vs L7 (2026)
  • MVCC and Transaction Isolation Levels: Snapshot Isolation, Write Skew and SSI (2026)
  • ISA-100.11a vs WirelessHART: Wireless Industrial Networks Compared
  • Iceberg Catalogs: Polaris vs Nessie vs Unity Comparison (2026)
  • IO-Link Wireless: Industrial Sensor Network Architecture
  • Model Context Protocol (MCP) Explained: How It Works (2026)
  • Idempotent API Design: The Complete Engineering Guide
  • Agentic Digital Twins: AI-Driven Twins in 2026
  • OpenPLC v3 + Modbus TCP: Open-Source PLC Architecture
  • LLMs on Jetson Orin Benchmarked (2026): tok/s & VRAM
  • Claude Skills Architecture: Dynamic Capability Injection for LLM Agents
  • PROFIBUS Protocol: The Complete Technical Guide to Process and Factory Fieldbus
  • Database Sharding Strategies: Consistent Hashing, Rendezvous Hashing and Online Resharding (2026)
  • TLS 1.3 for Constrained IoT Devices: Handshake, 0-RTT, mTLS and Performance Costs (2026)
  • Hybrid Logical Clocks vs Vector Clocks: Event Ordering for Distributed IoT and Edge (2026)
  • Card Issuing Architecture: Processors, BIN Sponsors, JIT Funding and Authorization Flow (2026)
  • Core Banking Modernization: Strangler Fig, Event-Driven Cores and Migration Risk (2026)
  • Spot GPU Training: Checkpointing, Preemption Handling and Fault-Tolerant LLM Jobs (2026)
  • RAG Latency Budget: Optimizing Retrieval, Reranking and Streaming for Production (2026)
  • SBOM and VEX: CycloneDX vs SPDX for Software Supply Chain Vulnerability Triage (2026)
  • Kafka Exactly-Once Semantics: Idempotent Producers, Transactions and Their Limits (2026)
  • Raft vs Paxos: Leader Election, Log Replication and Consensus Failure Modes (2026)
  • LSM-Trees and RocksDB: Compaction, Write Amplification and Tuning (2026)
  • Saga Pattern: Orchestration vs Choreography and Compensating Transactions (2026)
  • Neural Operators (FNO, DeepONet) vs PINNs for Engineering Surrogate Models (2026)
  • Digital Twin Maturity Model: Fidelity Levels, ROI and a Practical Framework (2026)
  • Software-Defined Vehicle: AUTOSAR Classic vs Adaptive Architecture (2026)
  • Battery Management System (BMS) Architecture: SoC, SoH Estimation and Digital Twins (2026)
  • Project Haystack vs Brick Schema vs RealEstateCore for Building Digital Twins (2026)

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