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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Cilium Sidecarless Service Mesh: An eBPF Deep-Dive

Cilium Sidecarless Service Mesh: An eBPF Deep-Dive

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inKubernetesNo Comments
A 2026 deep-dive into Cilium's sidecarless service mesh: how eBPF replaces sidecars, mTLS, L7 policy, and a working setup with trade-offs.
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Pre-Trade Risk Engine Architecture for Low Latency (2026)

Pre-Trade Risk Engine Architecture for Low Latency (2026)

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inTechNo Comments
How to design a low-latency pre-trade risk engine in 2026: inline checks, kill switches, state management, and the latency budget, with no trading advice.
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NVIDIA RTX Spark Superchip and the AI PC War (2026)

NVIDIA RTX Spark Superchip and the AI PC War (2026)

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inTechNo Comments
Analysis of NVIDIA's RTX Spark superchip and what it means for the 2026 AI PC war against Intel, AMD, Apple, and Qualcomm.
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Spatial Biology: Whole-Transcriptome Tissue Mapping (2026)

Spatial Biology: Whole-Transcriptome Tissue Mapping (2026)

Posted by By MPRAUTO MPRAUTO June 9, 2026Posted inScienceNo Comments
How spatial biology maps whole-transcriptome gene expression onto tissue architecture in 2026: the methods, the data pipeline, and why it matters.
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Market Data Feed Handler: ITCH & Order Book (2026)

Market Data Feed Handler: ITCH & Order Book (2026)

Posted by By MPRAUTO MPRAUTO June 8, 2026Posted inTechNo Comments
A 2026 systems deep-dive on building a low-latency market data feed handler: ITCH parsing, order book reconstruction, normalization, and failure modes.
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Siemens + NVIDIA’s Industrial AI OS: A 2026 Analysis

Siemens + NVIDIA’s Industrial AI OS: A 2026 Analysis

Posted by By MPRAUTO MPRAUTO June 8, 2026Posted inTechNo Comments
What Siemens and NVIDIA's industrial AI operating system means for manufacturing in 2026: the strategy, the technology stack, and the open questions.
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Predicting Protein Conformational States with AI (2026)

Predicting Protein Conformational States with AI (2026)

Posted by By MPRAUTO MPRAUTO June 8, 2026Posted inScienceNo Comments
How AI is moving beyond static AlphaFold structures to predict protein conformational states and ensembles in 2026, the methods, the limits, and why it matters.
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How Tokamak Fusion Reactors Actually Work (2026)

How Tokamak Fusion Reactors Actually Work (2026)

Posted by By MPRAUTO MPRAUTO June 8, 2026Posted inScienceNo Comments
How tokamak fusion reactors actually work, explained from first principles: plasma confinement, magnetic fields, the triple product, and why net energy is so hard.
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FP8 vs INT8 vs INT4 LLM Quantization Benchmark (2026)

FP8 vs INT8 vs INT4 LLM Quantization Benchmark (2026)

Posted by By MPRAUTO MPRAUTO June 8, 2026Posted inAI4 Comments
A 2026 LLM quantization benchmark comparing FP8, INT8, and INT4: accuracy retention, throughput, memory, and when each precision is the right call.
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Edge Observability ADR: OpenTelemetry vs Prometheus+Loki

Edge Observability ADR: OpenTelemetry vs Prometheus+Loki

Posted by By MPRAUTO MPRAUTO June 8, 2026Posted inKubernetes3 Comments
An ADR-style 2026 decision on edge-fleet observability: OpenTelemetry vs Prometheus+Loki, collector topology, cost at the edge, and the consequences of each.
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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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