Evaluating a Company-Internal AI Stack: Mac Mini + OpenCode + Headscale
In the previous posts in this series, we looked at setting up a Mac Mini M4 with Ollama behind a Headscale VPN as a local LLM endpoint and OpenCode as a CLI
In the previous posts in this series, we looked at setting up a Mac Mini M4 with Ollama behind a Headscale VPN as a local LLM endpoint and OpenCode as a CLI
Most AI coding assistants are tightly coupled to a single provider. Switching often means changing tools, reconfiguring workflows, or losing context. OpenCode
Every AI-assisted tool your team uses - coding agents, chatbots, workflow automations - sends data to someone else's server. Every prompt, every code snippet,
If you’ve been using AI in software engineering for a while, you know the real productivity jump doesn’t come from "chatting about code". It comes
In 2026, “tech trends” are less about shiny launches and more about the forces that shape everyday IT work—how software gets built, how systems stay secure, how
Remember last July when we dug into Ollama and its promise for local AI? Well, a lot has happened since then. Ollama has rolled out some pretty significant
The Model Context Protocol (MCP) specification was introduced by AI research company Anthropic. Since its release, it has seen widespread adoption across
In recent years, artificial intelligence has dramatically changed the way we work, highlighting just how much it can enhance human creativity and
It’s no surprise that artificial intelligence continues to dominate headlines, with new breakthroughs, tools, and regulations shaping the way we interact with
DevOps is a key success factor for modern software development and we have most definitely come across AI in one way or another. The intersection of AI and
The rise of AI in DevOps has been causing a revolution in how we approach software development and operations. We're witnessing a shift in our industry, where
In today's rapidly evolving technology landscape, local Large Language Models (LLMs) are emerging as a pivotal force, particularly in the areas of DevOps and
In the rapidly evolving world of artificial intelligence, the challenge isn't about what AI can do — it's about how seamlessly it can be integrated into our
In the ever-evolving field of software development, AI coding assistants have emerged as powerful tools to enhance productivity and code quality. Integrated