Posts

  • Modern website development with PHP

    This is a guide on modern PHP website development. Not always you will need to build a web application, but only a website that consumes a data source and displays it as page or site. Of course it may include features as forms, which means it has more capabilities than simple websites, but still it is not enough to count as an application.

  • Setup Stable Diffusion on your local machine

    This is a quick guide to setup Stable Diffusion on your local machine. It aims to introduce generative AI newcomers (as me), since documentation around the topic is very confusing and bloated. The easiest and most popular approach to setup a web interface that ships everything you need, such as Stable Diffusion web UI. With this UI installed it will be very easy to switch between models, add extensions and use the query prompts in different szenarios.

  • Generate commit messages with local LLMs

    If you are using VS Code you may have already heart or used Github Co-Pilot that comes with a lot of features. One super useful feature as I find, is the ability to generate Commits Messages based on your staged file changes. Of course this comes with a huge trade-off, as all Cloud-AI usage.

  • How to run DeepSeek locally

    You may have heard about the new cool kid on the block “DeepSeek”, an open source LLM that can also run locally on your machine. Of course you still need some more resources to run the big models, but if you want to try out DeepSeek (or any other open source large language model), you can simply run the following two lines of code and start inferring in your terminal-

  • How to mitigate MDS and disable SMT in POP!_OS

    Over the weekend I exchanged the battery of my System76 machine when I realized a bug in my boot log journalctl -b. The following two lines made me curious:

  • Setup AnythingLLM on Digital Ocean

    Open Source AI and LLMs are the path forward, as also recently a famously infamous company has declared. Therefore I checked out some of the available Open Source projects and stumbled upon AnythingLLM. What I like about it is that you can plug-in any LLM, you can run it on a server, access it through a web frontend and - this is super nice - it supports multiple users!

  • Build CLI with Bash using bashly

    Are you thinking of building a simple CLI and struggle with Shell Script Development?