I run local LLMs (like Llama 3.2) on my Intel Mac (24 GB RAM) and PC Windows (32 GB). Every time I started a new conversation, I had to re‑explain who I am, how I work, and what I need. That got old fast. Then I discovered Ollama’s Modelfile – a simple configuration that bundles a system… Continue reading How a Single Modelfile Saves Me Hours of Prompt Engineering
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How I Built a Multi-OS AI Rig to Auto-Optimize My Python Code
As a developer, I’ve always been obsessed with the “feedback loop.” How fast can I write code, test it, find the bottlenecks, and fix them? Usually, this is a manual, brain-draining process. But recently, I decided to build something a bit more… “over-engineered.” I’ve built a cross-platform optimization rig that uses a Mac workstation for… Continue reading How I Built a Multi-OS AI Rig to Auto-Optimize My Python Code