I just posted yesterday Local AI Sovereignty: Deploying Ollama, Gemma 4, OpenWebUI, and n8n and I used Gemma 4 locally on Ollama. Someone asked me a good question: What and Why Gemma 4 Large language models (LLMs) have rapidly evolved from research concepts into foundational tools for modern work. Gemma 4 represents one of the…
I just posted yesterday Local AI Sovereignty: Deploying Ollama, Gemma 4, OpenWebUI, and n8n and I used Gemma 4 locally on Ollama. Someone asked me a good question: What size computer (Windows PC) do I need tor it? What size computer do you need for Gemma 4? Google’s April 2026 release of Gemma 4 changed…
With 64GB of RAM and the latest Ryzen AI silicon, you are no longer a mere consumer of AI—you are a host. This setup leverages AMD’s XDNA architecture to run Gemma 4 and / or and Qwen 3.5 locally, ensuring your data never leaves your machine while providing a professional-grade automation suite via Docker. This…
For months, I’ve been refining my local AI lab. I had the hardware dialed in—my AMD Ryzen AI processor, 128GB of RAM, running Ollama and Open WebUI like a dream. But I kept hitting the “invisible wall.” Every time I asked my local agents for the morning’s technical headlines or a deep dive into a…
As a follow up to my How to Host Multiple Public Websites on Your Windows PC a few months bac, I am writing this one If you want to move away from expensive AI subscriptions and bring your data back home, building a local AI home lab is the answer. Today, I’m documenting how I…
If you’re a developer working with containers, chances are Docker Hub has been your go-to for years. It’s the default, the familiar, and for many, the “it just works” solution for storing and distributing Docker images. But if you’re like me, and vibe coding, Coding Assistants has moved to doing and deploying so many of…
Portainer makes managing Docker containers simple, and the Portainer Agent allows you to manage multiple Docker hosts from a central Portainer instance. But if you’re running Docker Desktop on Windows, making the agent accessible from other computers on your local network can be tricky. In this post, I show how to solve this common LAN…
You can manage many devices using docker remotely with Portainer. However Portainer does not have the ability to check if there are updates and actually update containers within Docker. Up until a few months ago, there was a script which I have used for years to do this called: watchtower. Unfortunately, watchtower is not being…
To understand how to build a truly effective AI agent, you must first acknowledge the core constraint of the Large Language Model (LLM) itself. “LLMs are ‘frozen’ in time as of their training data (The Training Cut-off).” Think of an LLM as a massive, read-only database. During its “training” phase, it reads a significant portion…
Why Does Docker Say “Layer Already Exists”? (The Magic of Efficient Pushing) If you’ve ever pushed an image to Docker Hub and noticed the terminal scrolling through lines of “Layer already exists,” you might have wondered if something went wrong. Actually, that message is a sign that Docker is working exactly as intended. It’s the…
From Zero to Hero: Using Docker, Nginx Proxy Manager & HTTPS Like many developers, I grew tired of the limitations and recurring costs of commercial web hosting for development projects. Have you ever wanted to host your own powerful websites or web applications from home, but felt constrained by the costs and limitations of commercial…
Ollama, Open WebUI and n8n on Windows Hosting your own AI models is no longer just for Linux gurus. With Docker Desktop on Windows, you can run a professional-grade automation and chat suite—n8n, Ollama, and Open WebUI—all on your own hardware. In this guide, we will set up a “Generic” configuration that makes it easy…
When I initially installed Ollama and Open WebUI I installed it in two separate images (Did not know any better!). It worked well for what I wanted but then as I played with other applications, I started to have too many containers in Docker, so I looked for a way to consolidate images. ( Not…
Note: Written with the help of Microsoft Copilot A container is a standard unit of software that packages up code and all its dependencies. The goal is to ensure that an application runs quickly and reliably across different computing environments. The Key benefit of a container is that it allows developers and IT professionals to…
Choosing a domain name is an exciting step in creating your website. With the knowledge of what makes a good domain name, you’re now ready to select the perfect digital address for your online home. What is a Domain Name? Think of the internet as a big city. Every website needs its own address so…
