LLM Self-Hosting and AI Sovereignty
Control data and models with self-hosted LLMs
Self-hosting LLMs keeps data, models, and inference under your control-a practical path to AI sovereignty for teams, enterprises, nations.
Control data and models with self-hosted LLMs
Self-hosting LLMs keeps data, models, and inference under your control-a practical path to AI sovereignty for teams, enterprises, nations.
January 2026 trending Python repos
The Python ecosystem this month is dominated by Claude Skills and AI agent tooling. This overview analyzes the top trending Python repositories on GitHub.
January 2026 trending Rust repos
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.
January 2026 trending Go repos
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.
Choose the right Python package manager
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.
Modern Linux display servers compared
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.
January 2025 GPU and RAM price check
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.
Choose the right terminal for your Linux workflow
One of the most essential tools for Linux users is the terminal emulator.
Self-hosted ChatGPT alternative for local LLMs
Open WebUI is a powerful, extensible, and feature-rich self-hosted web interface for interacting with large language models.
Melbourne's essential 2026 tech calendar
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.
Fast LLM inference with OpenAI API
vLLM is a high-throughput, memory-efficient inference and serving engine for Large Language Models (LLMs) developed by UC Berkeley’s Sky Computing Lab.
Real AUD pricing from Aussie retailers now
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.
Quicknotes on printing custom planner inserts at home
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.
Master PDF text extraction with Python
PDFMiner.six is a powerful Python library for extracting text, metadata, and layout information from PDF documents.
Master browser automation for testing & scraping
Playwright is a powerful, modern browser automation framework that revolutionizes web scraping and end-to-end testing.
Short description and my results
This post is just to show a nice photo of the snake-arranged coals in my BBQ, ready to fire.