Local LLMs are how nerds now justify a big computer they don't need
Local LLMs, while technically impressive, still lag significantly behind cloud-based frontier models for practical development work. Despite the hype around running AI models locally, most developers don't actually need expensive high-RAM machines. Budget mini PCs costing around $500 can handle typical development tasks just as well as premium $2,000+ workstations, especially when running Linux. This is fortunate timing given the current spike in RAM prices driven by AI's resource demands.

