How to Use Ollama to Run AI Models Locally: A Beginner’s Setup Guide

How to Use Ollama to Run AI Models Locally: A Beginner’s Setup Guide

Why Running AI Models Locally Actually Makes Sense Running AI models locally used to mean expensive GPU clusters and a PhD in systems engineering. That’s no longer true. Tools like Ollama have made it genuinely straightforward to run open-weight models on your own hardware — no cloud subscription, no data leaving your machine, no rate … Read more

Local AI vs Cloud AI: How to Decide What to Own and What to Rent

Local AI vs Cloud AI: How to Decide What to Own and What to Rent

The Core Question Most Teams Get Wrong When organizations start scaling AI, they usually pick a side: either everything runs through OpenAI’s API, or someone on the IT team champions running models locally “for privacy reasons.” Both instincts make sense in isolation. Neither is a complete strategy. The local AI vs cloud AI decision isn’t … Read more

I replaced my Raspberry Pi with $5 ESP32s for smart home projects, and they do everything I need

I replaced my Raspberry Pi with  ESP32s for smart home projects, and they do everything I need

Although a fan of the Raspberry Pi as a teenager, I am starting to be disappointed by this family of single-board computers. After all, rival boards, especially those based on the x86 architecture, have become significantly cheaper over the years, while prices for mainstream RPi SBCs have skyrocketed without offering any tangible benefits in DIY … Read more

I coded a little CLI tool in 15 minutes, and it helped me stop subscriptions I was too lazy to cancel

I coded a little CLI tool in 15 minutes, and it helped me stop subscriptions I was too lazy to cancel

For the longest time, I avoided ambiance coding. Not because I didn’t understand it, but because I didn’t believe it. As someone with a background in software development, I’m used to a structure that includes clear requirements, planned architecture, and predictable outcomes. Vibe coding seemed to be the opposite of that. Just trigger an AI … Read more

Microsoft’s best workflow tools are free, but you won’t find them all installed on Windows

Microsoft’s best workflow tools are free, but you won’t find them all installed on Windows

Windows comes with a fair share of tools, but some of Microsoft’s best apps require an additional download to install. It wasn’t until I reinstalled Windows that I realized which of these tools were missing in a new system. Since they are published by Microsoft, it is natural to assume that Windows already comes with … Read more

I tested Gemini Notebooks and Claude Projects side by side, and one of them failed

I tested Gemini Notebooks and Claude Projects side by side, and one of them failed

Claude Projects has been part of my workflow for a while now, I don’t think I can imagine not using it at this point. When something becomes reliable enough, you just build around it and forget to question it. I use it to keep long-running research contexts alive and to execute design briefs without re-explaining … Read more