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  2. Tag: LLM
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Recent Posts

  • Running LLMs on Your Own Hardware: From “Will It Even Fit” to a Model That Does Your Work
  • Python for Data Work: From a Spreadsheet Somebody Sent You to a Report Somebody Reads
  • NVMe vs SATA LLM model loading: 10 runs per drive, measured
  • Windows won’t boot after cloning: five real traps and their fixes
  • Clone Windows to an NVMe SSD: a verified SATA-to-NVMe migration

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    ⚙️ AI Tools & Automation
    30th June 2026 8 min

    Content remix pipeline: a local LLM rewrites one article into LinkedIn, newsletter and summary

    Automated content remix pipeline — transforming blog articles into social media posts, newsletters, YouTube scripts and presentations. Qwen3.6 as the transformation engine.
    Read more #automation
    📈 IT Trends & Reviews
    3rd April 2024 29 min

    Q1 2024 IT Review – Claude 3, Apple Vision Pro, NVIDIA Blackwell, Sora

    Q1 2024 IT review: Claude 3 redefines LLM benchmarks, Apple Vision Pro launches spatial computing, NVIDIA Blackwell promises 30x AI inference gains,…
    Read more #Apple Vision Pro
    📈 IT Trends & Reviews
    3rd January 2023 34 min

    Q4 2022 IT Review: ChatGPT, Generative AI, and the LLM Revolution

    Q4 2022 IT review: ChatGPT launches and rewrites the AI roadmap, LangChain and LlamaIndex pioneer LLM tooling, Stable Diffusion 2.0 advances generative…
    Read more #ChatGPT generative AI

    Categories

    • AI Tools & Automation (8)
    • IT Trends & Reviews (39)
    • Local AI & LLMs (17)
    • Python & Data (13)
    • RAG & Vector Databases (5)
    • Software Development & Tools (20)

    Recent Articles

    • Running LLMs on Your Own Hardware: From “Will It Even Fit” to a Model That Does Your Work
    • Python for Data Work: From a Spreadsheet Somebody Sent You to a Report Somebody Reads
    • NVMe vs SATA LLM model loading: 10 runs per drive, measured
    • Windows won’t boot after cloning: five real traps and their fixes
    • Clone Windows to an NVMe SSD: a verified SATA-to-NVMe migration
    Bestin-it.com – IT services and analytics for entrepreneurs

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    Categories

    • IT Trends & Reviews 39
    • Software Development & Tools 20
    • Local AI & LLMs 17
    • Python & Data 13
    • AI Tools & Automation 8
    • RAG & Vector Databases 5

    Recent Articles

    • Running LLMs on Your Own Hardware: From “Will It Even Fit” to a Model That Does Your Work 5th August 2026
    • Python for Data Work: From a Spreadsheet Somebody Sent You to a Report Somebody Reads 5th August 2026
    • NVMe vs SATA LLM model loading: 10 runs per drive, measured 29th July 2026
    • Windows won’t boot after cloning: five real traps and their fixes 22nd July 2026
    • Clone Windows to an NVMe SSD: a verified SATA-to-NVMe migration 17th July 2026
    Artur Poniedziałek
    Artur Poniedziałek IT Expert & Manager
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