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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Time-Series Database Internals: InfluxDB 3, TimescaleDB, and QuestDB Under the Hood

Time-Series Database Internals: InfluxDB 3, TimescaleDB, and QuestDB Under the Hood

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted inTechNo Comments
How modern TSDBs work internally — storage engines, compression, hypertables, columnar vs row-oriented, and which to choose for IoT, APM, or financial workloads.
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Terraform vs Pulumi vs Crossplane: Infrastructure-as-Code Deep Comparison for 2026

Terraform vs Pulumi vs Crossplane: Infrastructure-as-Code Deep Comparison for 2026

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted inTechNo Comments
Technical comparison of Terraform, Pulumi, and Crossplane — state models, language flexibility, Kubernetes-native vs imperative, drift detection, and real-world trade-offs.
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Apache Kafka Tiered Storage Architecture: How KIP-405 Unlocks Infinite Retention (2026)

Apache Kafka Tiered Storage Architecture: How KIP-405 Unlocks Infinite Retention (2026)

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted inDevelopmentNo Comments
Apache Kafka tiered storage explained: KIP-405 remote log architecture, local vs remote segments, infinite retention economics, and what changed for Kafka 4.x in 2026.
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CoAP Protocol Deep Dive: Constrained Application Protocol for Low-Power IoT in 2026

CoAP Protocol Deep Dive: Constrained Application Protocol for Low-Power IoT in 2026

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted iniiotNo Comments
Complete CoAP technical guide — message formats, observe pattern, block-wise transfer, proxy semantics, DTLS/OSCORE security, and when to pick CoAP over MQTT.
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What Viral ‘AI Hallucination’ Videos Get Wrong About LLM Uncertainty and Factuality

What Viral ‘AI Hallucination’ Videos Get Wrong About LLM Uncertainty and Factuality

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted inAINo Comments
A technical fact-check of viral AI hallucination explanations — what actually causes LLM errors, calibration, epistemic vs aleatoric uncertainty, and how to measure it.
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Humanoid Robot Control Stack: The Architecture Behind Figure 02 and Tesla Optimus Gen 3

Humanoid Robot Control Stack: The Architecture Behind Figure 02 and Tesla Optimus Gen 3

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted inTechNo Comments
How modern humanoid robots are engineered — whole-body MPC, VLA models, safety envelopes, sensor fusion, and the real-time stack behind Figure 02 and Tesla Optimus.
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AI Agent Memory Systems: How Long-Term Memory Architectures Keep LLM Agents Coherent

AI Agent Memory Systems: How Long-Term Memory Architectures Keep LLM Agents Coherent

Posted by By MPRAUTO MPRAUTO April 17, 2026Posted inAINo Comments
Deep technical guide to LLM agent memory architectures — MemGPT, episodic vs semantic memory, vector retrieval, forgetting strategies, and production patterns.
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How Tokamak Fusion Reactors Actually Work: The Physics of Confining a 150-Million-Degree Plasma

How Tokamak Fusion Reactors Actually Work: The Physics of Confining a 150-Million-Degree Plasma

Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inScienceNo Comments
The complete physics of tokamak fusion — magnetic confinement, plasma heating, the Lawson criterion, instabilities, and why it's so hard to sustain fusion. From first principles to ITER and beyond.
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CRISPR Epigenetic Editing: How Scientists Silence and Reactivate Genes Without Cutting DNA

CRISPR Epigenetic Editing: How Scientists Silence and Reactivate Genes Without Cutting DNA

Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inScienceNo Comments
How next-generation CRISPR tools modify gene expression without breaking DNA strands. CRISPRoff/on, RENDER delivery systems, methylation mechanics, and clinical trial progress in 2026.
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SiFive’s $3.65B RISC-V Bet: Why Open-Source Chip Architecture Is Reshaping the AI Silicon Landscape

SiFive’s $3.65B RISC-V Bet: Why Open-Source Chip Architecture Is Reshaping the AI Silicon Landscape

Posted by By MPRAUTO MPRAUTO April 16, 2026Posted inTechNo Comments
Analysis of SiFive's $3.65B valuation, RISC-V's growing role in AI inference silicon, and why open-source chip architecture threatens ARM/x86 dominance. Technical deep-dive into RISC-V vector extensions for ML.
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Posts pagination

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  • Single-Cell Foundation Models: scGPT & Geneformer (2026)
  • SLAM Architecture for Autonomous Robots: Localization & Mapping
  • EMV 3-D Secure 2: Payment Authentication Architecture (2026)
  • SLSA + Sigstore: Software Supply Chain Security Architecture (2026)
  • Agentic RAG Architecture: Retrieval Inside the Agent Loop (2026)
  • Mistral Large 3 Explained: Architecture & Benchmarks (2026)
  • How AI Weather Forecasting Models Work: GraphCast, GenCast, Aurora (2026)
  • VDA 5050 AMR Fleet Management: Reference Architecture (2026)
  • Sanctions Screening & Watchlist Filtering: System Architecture (2026)
  • KEDA Event-Driven Autoscaling on Kubernetes: Architecture (2026)
  • Diffusion LLMs: How Text Diffusion Models Work (2026)
  • OpenAI Sora 2 Explained: Video Generation Architecture (2026)
  • Cloud Labs: Remote Experimentation Architecture (2026)
  • MQTT Sparkplug B Reference Architecture for IIoT (2026)
  • Chargeback & Dispute Management System Architecture (2026)
  • Change Data Capture with Debezium: Streaming Architecture (2026)
  • GraphRAG: Knowledge-Graph Retrieval Architecture (2026)
  • Google Gemma 3 Explained: Architecture, Benchmarks & Deployment (2026)
  • Self-Driving Lab Data Provenance and Reproducibility (2026)
  • Industrial IoT Time-Series Data Platform Architecture (2026)
  • Reconciliation Engine Architecture for Payments (2026)
  • ClickHouse vs Druid vs Pinot: Real-Time OLAP ADR (2026)
  • Multi-LoRA Serving: Architecture for Thousands of Adapters (2026)
  • Claude Sonnet 5 Explained: Architecture, Benchmarks & Pricing (2026)
  • Autonomous Characterization: The Closed-Loop Perception Layer (2026)
  • Condition Monitoring and Machinery Health Architecture (2026)
  • Card Authorization Switch and Issuer Processing Architecture (2026)
  • Database Branching and Ephemeral Environments: An Architecture ADR (2026)
  • Expert-Parallel MoE Inference: Serving Sparse Models at Scale (2026)
  • FLUX Explained: Black Forest Labs’ Image-Generation Model (2026)
  • Space Debris Tracking and Conjunction Assessment Architecture (2026)
  • Engineering Change Management Architecture: ECR to ECO in PLM (2026)
  • Collateral and Margin Management Architecture for Derivatives (2026)
  • Post-Quantum Cryptography Migration: A Crypto-Agility ADR (2026)
  • Inkling Explained: Thinking Machines Lab’s 975B Open-Weights MoE (2026)
  • Reasoning-Effort Control in LLM Serving: Thinking Budgets (2026)
  • PackML and the ISA-TR88 Machine State Model Architecture (2026)
  • Scientific Foundation Models for Chemistry, Materials, and Biology (2026)
  • Real-Time Treasury and Intraday Liquidity Architecture (2026)

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