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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
Kubernetes In-Place Pod Resize: Rightsizing Without Restarts (2026)

Kubernetes In-Place Pod Resize: Rightsizing Without Restarts (2026)

Posted by By MPRAUTO MPRAUTO July 10, 2026Posted inKubernetesNo Comments
Kubernetes in-place pod resize (v1.33 GA) changes CPU/memory without restarts. How it works, VPA integration, resize policies, cost impact, and production gotchas.
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Small Language Models on Device: Edge Inference Architecture (2026)

Small Language Models on Device: Edge Inference Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 10, 2026Posted inAI1 Comment
How to run small language models (SLMs) on-device: model sizing, distillation, quantization, NPU acceleration, memory budgets, and when a 1-8B SLM beats a cloud LLM.
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Google Gemini 3.5 Pro Explained: Architecture, Benchmarks, and 2M Context (2026)

Google Gemini 3.5 Pro Explained: Architecture, Benchmarks, and 2M Context (2026)

Posted by By MPRAUTO MPRAUTO July 10, 2026Posted inAINo Comments
Google Gemini 3.5 Pro explained: the 2M-token context flagship, architecture, training, benchmark scores, pricing, and how it compares to GPT-5.6 and Claude.
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Airflow vs Dagster vs Prefect: Data Orchestration Compared (2026)

Airflow vs Dagster vs Prefect: Data Orchestration Compared (2026)

Posted by By MPRAUTO MPRAUTO July 10, 2026Posted inDevelopmentNo Comments
Airflow vs Dagster vs Prefect compared: execution model, asset vs task orchestration, backfills, dynamic pipelines, observability, and a decision matrix for 2026.
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Ledger Database Architecture: Double-Entry Accounting at Scale (2026)

Ledger Database Architecture: Double-Entry Accounting at Scale (2026)

Posted by By MPRAUTO MPRAUTO July 10, 2026Posted inTechNo Comments
A ledger database architecture for fintech: double-entry invariants, immutable append-only design, balance consistency, TigerBeetle-class throughput, and audit.
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Kubernetes Multi-Cluster Management with Cluster API: A 2026 Reference Architecture

Kubernetes Multi-Cluster Management with Cluster API: A 2026 Reference Architecture

Posted by By MPRAUTO MPRAUTO July 10, 2026Posted inKubernetesNo Comments
A Kubernetes multi-cluster management reference architecture: Cluster API, hub-spoke fleets, GitOps rollout, cross-cluster networking, and fleet-wide policy at scale.
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MCP Server Security Architecture: Defending Model Context Protocol Tools (2026)

MCP Server Security Architecture: Defending Model Context Protocol Tools (2026)

Posted by By MPRAUTO MPRAUTO July 10, 2026Posted inSecurity1 Comment
MCP server security architecture: tool poisoning, indirect prompt injection, OAuth 2.1, sandboxing, least privilege, and a defense-in-depth model for Model Context Protocol.
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Secure OTA Firmware Update Architecture for IoT Devices (2026)

Secure OTA Firmware Update Architecture for IoT Devices (2026)

Posted by By MPRAUTO MPRAUTO July 10, 2026Posted iniiotNo Comments
A secure OTA firmware update architecture for IoT fleets: SUIT/RFC 9019 manifests, A/B partitions, delta updates, secure boot, rollback, and staged rollout.
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Connectomics in 2026: Mapping the Brain Wire by Wire with AI

Connectomics in 2026: Mapping the Brain Wire by Wire with AI

Posted by By MPRAUTO MPRAUTO July 8, 2026Posted inScienceNo Comments
How connectomics maps the brain: serial electron microscopy, AI segmentation, the fly and mouse connectomes, and why wiring diagrams are reshaping neuroscience.
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Google Gemini 3.5 Flash Explained: Architecture, Benchmarks, and Deployment (2026)

Google Gemini 3.5 Flash Explained: Architecture, Benchmarks, and Deployment (2026)

Posted by By MPRAUTO MPRAUTO July 8, 2026Posted inAINo Comments
Google Gemini 3.5 Flash explained: the MoE multimodal architecture, context window, real 2026 benchmarks, pricing, latency, and how it compares to GPT and Claude.
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Posts pagination

Previous page 1 … 18 19 20 21 22 … 60 Next page
  • langchain-mcp-adapters vs Native langchain.mcp (2026)
  • Delta Lake 4.4 vs 4.3: The Spark 4.2 Upgrade Trap
  • KEDA 2.21 vs 2.20: CVE Fix & Breaking Scaler Changes
  • MoveIt Pro 10.0 vs 9.4: The Breaking Upgrade Guide
  • Isaac ROS 5.0 vs 4.6: NITROS Is Gone, Now What?
  • Ignition 8.1 vs 8.3: 2026 Migration Guide Update
  • Aras Innovator R40 vs R38: .NET 10 Migration Guide
  • SGLang 0.5.18 vs 0.5.15: What Changed and How to Upgrade
  • Helm 4.3 vs Helm 3.22: Migrating Before Helm 3 EOL
  • Milvus 3.0 vs 2.6: Lake-Native Vector Search Upgrade Guide 2026
  • MoveIt 2 vs MoveIt Pro 2026: What Qualcomm’s PickNik Deal Means
  • ONNX Runtime 1.30 vs 1.29: What Changed for Edge AI in 2026
  • JetPack 7.2.1 vs 6.2.2 on Jetson Orin: Migration Guide 2026
  • EMQX 6.3 LTS vs 5.8 LTS: Breaking Changes and Migration
  • CODESYS 4 vs CODESYS 3: What the 1.0 Web IDE Changes
  • vLLM 0.28 to 0.30 Migration: Model Runner V2 Default, Breaking Changes
  • Apache Spark 4.2 vs 4.1: CDC, Geospatial and Arrow-by-Default Risks
  • Terraform 1.16 vs OpenTofu 1.13: Where the IaC Forks Now Diverge
  • LeRobot v0.6 vs v0.5: What Changed and How to Migrate
  • OpenVINO 2026.4 vs 2025.4: What Changed for Edge LLMs and NPUs
  • Jetson Orin Nano 2 vs Orin Nano Super: 2x Inference, Same Socket
  • OPC UA 1.03 vs 1.05: Certification Ends 2026, Migration Guide
  • OpenPLC Runtime v4 vs v3: What Changed and How to Migrate (2026)
  • ClickHouse 26.8 LTS vs 26.3: Pipelined SQL, Iceberg Writes and Upgrade Risk
  • World Action Models vs VLAs: Cosmos 3, VLA-JEPA and FastWAM Compared
  • Cilium 1.20 ExternalAuth vs oauth2-proxy vs Istio AuthorizationPolicy
  • OPC UA FX v1.00.04 vs v1.00.03: What Changed in Part 81 and Part 84
  • What a ChatGPT Query Actually Costs in Energy and Water: Every Number, Traced to Source
  • MLPerf Edge Agentic Inference: How TensorRT Edge-LLM Beat llama.cpp 6.4x
  • Kubernetes 1.37 Gang Scheduling vs Volcano, Kueue and YuniKorn
  • Isaac Lab 3.0 vs 2.2: Quaternions Flipped, ProxyArray, and Kit-less Training
  • AAS Units of Measurement 3.0: The unitId Change That Breaks ECLASS Wiring
  • Postgres 19 REPACK vs pg_repack vs VACUUM FULL: Online Table Maintenance Compared
  • Gateway API v1.6 TCPRoute and UDPRoute vs LoadBalancer Services and Vendor CRDs
  • MCP Tasks vs Streaming vs Webhooks: Handling Long-Running Agent Tool Calls
  • Jetson T3000 vs T4000 vs T5000: Choosing a Thor Module on Bandwidth, MIG, and Power
  • TensorRT 11 vs TensorRT 10: Porting IPluginV2 to IPluginV3 Before Your Build Breaks
  • Nav2 Lyrical vs Kilted: MPPI Trajectory Validation and the New BT Control Nodes
  • Ethernet-APL vs Ethernet-SPE: Power Classes, PoDL, and What IEC TS 63444 Edition 2 Changed

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