If you are trying to build a machine to run local AI agents, stop building it like a gaming PC.
Most people make the mistake of prioritizing a faster processor and a powerful GPU with high clock speeds. But when it comes to running local Large Language Models (LLMs), there is one metric that matters more than anything else combined: VRAM (Video RAM).
Let's break down exactly what you need to build a local AI powerhouse without overspending.
The Kitchen Analogy: Why VRAM is King
To understand local AI hardware, think of your computer as a restaurant kitchen:
