Self-hosting LLMs keeps data, models, and inference under your control-a practical path to AI sovereignty for teams, enterprises, nations. Here: what sovereign AI is, which aspects and methods are used to build it, how LLM self-hosting fits in, how countries are addressing the challenge.

Running large language models locally gives you privacy, offline capability, and zero API costs. This benchmark reveals exactly what one can expect from 9 popular LLMs on Ollama on an RTX 4080.

The Python ecosystem this month is dominated by Claude Skills and AI agent tooling. This overview analyzes the top trending Python repositories on GitHub.

The Rust ecosystem is exploding with innovative projects, particularly in AI coding tools and terminal applications. This overview analyzes the top trending Rust repositories on GitHub this month.

The Go ecosystem continues to thrive with innovative projects spanning AI tooling, self-hosted applications, and developer infrastructure. This overview analyzes the top trending Go repositories on GitHub this month.

This comprehensive guide provides background and a detailed comparison of Anaconda, Miniconda, and Mamba - three powerful tools that have become essential for Python developers and data scientists working with complex dependencies and scientific computing environments.

The Linux display server landscape has been evolving dramatically over the past decade. Wayland, which started as an ambitious project to replace the aging X11 (X Window System), has now become the default on major Linux distributions.

Today we are looking at the top-level consumer GPUs, and RAM modules. Specifically I’m looking at RTX-5080 and RTX-5090 prices, and 32GB (2x16GB) DDR5 6000.

One of the most essential tools for Linux users is the terminal emulator.

Open WebUI is a powerful, extensible, and feature-rich self-hosted web interface for interacting with large language models.

Melbourne’s tech community continues to thrive in 2026 with an impressive lineup of conferences, meetups, and workshops spanning software development, cloud computing, AI, cybersecurity, and emerging technologies.

vLLM is a high-throughput, memory-efficient inference and serving engine for Large Language Models (LLMs) developed by UC Berkeley’s Sky Computing Lab.

The NVIDIA DGX Spark (GB10 Grace Blackwell) is now available in Australia at major PC retailers with local stock. If you’ve been following the global DGX Spark pricing and availability, you’ll be interested to know that Australian pricing ranges from $6,249 to $7,999 AUD depending on storage configuration and retailer.

Creating custom planner inserts combines the satisfaction of analog planning with the flexibility of digital design tools. Here are just the notes on printing them.

PDFMiner.six is a powerful Python library for extracting text, metadata, and layout information from PDF documents.

Playwright is a powerful, modern browser automation framework that revolutionizes web scraping and end-to-end testing.