DevOps

Ollama vs LM Studio 2026: Ollama Wins for Devs

Verdict: in the ollama vs lm studio decision, Ollama wins for developers and automation, and LM Studio wins for everyone else. If you are scripting…

My Local LLM Was Running at 1.6% of Its Context. Here's the Setting That Fixed It

I run a content pipeline on a Mac mini (48GB unified memory) that splits long blog drafts into platform-specific short-form pieces. That job — read…

Running LM Studio Locally Doesn't Mean It Never Connects Out

When we say “local LLM,” it is easy to mentally translate that into: Everything stays inside the PC. For inference, that can be true. But the applic…

Build a Socratic Study Buddy with Gemma 4: A Beginner’s Guide to Running AI Locally

The landscape of AI has shifted from "bigger is better" to "smarter is better." We are entering the era of intelligence-per-parameter —a metric of h…

OpenClaw: 13 Errors, $1.50/Month, and an AI Team That Doesn’t Need the Cloud

I run a team of AI agents on a Mac I bought in 2022. They handle my Slack, run research, draft content, monitor infrastructure, and spawn sub-agents…