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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Qualcomm Buys Modular: The CUDA Moat and the Portable AI Compiler Play

Qualcomm Buys Modular: The CUDA Moat and the Portable AI Compiler Play

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inTechNo Comments
Analysis of Qualcomm's acquisition of Modular: why the CUDA moat is a compiler problem, how MLIR and portable kernels threaten Nvidia lock-in, and what it means for AI hardware.
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How Superconductors Actually Work (and Why They Levitate)

How Superconductors Actually Work (and Why They Levitate)

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inScienceNo Comments
How superconductors actually work: Cooper pairs, the BCS mechanism, the Meissner effect and flux pinning behind quantum levitation, and why room-temperature superconductivity is so hard.
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Quantum Error Correction Explained: Surface Codes and the Path to Fault Tolerance

Quantum Error Correction Explained: Surface Codes and the Path to Fault Tolerance

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inScienceNo Comments
Quantum error correction explained: why qubits decohere, how surface codes detect errors with stabilizers, the threshold theorem, logical qubits, and the road to fault-tolerant quantum computing.
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AML with Graph Neural Networks: Detecting Laundering Rings and Synthetic Identity

AML with Graph Neural Networks: Detecting Laundering Rings and Synthetic Identity

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inTechNo Comments
How AML graph neural networks detect money-laundering rings and synthetic identity: transaction graphs, GNN message passing, typology features, and a production model architecture.
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MPC Wallet Custody Architecture: Threshold Signatures and Key Sharding (2026)

MPC Wallet Custody Architecture: Threshold Signatures and Key Sharding (2026)

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inTechNo Comments
How MPC custody wallets work: threshold ECDSA/EdDSA signing, key sharding, distributed key generation, signing ceremonies, and an institutional custody reference architecture.
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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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AIOps Incident Response Architecture: Agentic SRE and Alert Correlation (2026)

AIOps Incident Response Architecture: Agentic SRE and Alert Correlation (2026)

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inTechNo Comments
A reference architecture for AIOps incident response: telemetry ingestion, alert correlation, LLM-assisted triage, agentic auto-remediation, and the guardrails that keep automation safe.
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Feature Store Architecture: Online/Offline Parity and Point-in-Time Correctness

Feature Store Architecture: Online/Offline Parity and Point-in-Time Correctness

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inAI1 Comment
A feature store architecture deep-dive: online/offline parity, point-in-time correct joins, materialization, and the registry - how to stop training/serving skew in production ML.
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Confidential AI Inference: TEEs and GPU Confidential Computing (2026)

Confidential AI Inference: TEEs and GPU Confidential Computing (2026)

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted inAINo Comments
How confidential AI inference works: CPU and GPU trusted execution environments, attestation, H100/Blackwell confidential computing, and a reference architecture for regulated LLM workloads.
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W3C Web of Things (WoT) Reference Architecture for Industrial IoT (2026)

W3C Web of Things (WoT) Reference Architecture for Industrial IoT (2026)

Posted by By MPRAUTO MPRAUTO June 29, 2026Posted iniiotNo Comments
A reference architecture for the W3C Web of Things: Thing Descriptions, the four building blocks, protocol bindings, and how WoT unifies fragmented IoT without replacing your stack.
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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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