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I almost wasted $2,500 on a Framework Desktop for AI. Then the RTX 3090 didn't fit. Here's every mistake I made planning my first AI homelab—and the workload-first insight that saved me.
The workload-first planning framework for AI homelabs. Real specs, budget breakdown ($5,528), power calculations, and lessons from building a 64GB VRAM server with 4× RTX 5060Ti GPUs.