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Knowing Where to Spend AI's Time: Building the DGX Spark Control Plane

I had Claude Code manually swapping models on my DGX Spark every session — performing the same task by hand every time instead of solving the actual problem. I stopped wasting Claude's time and finally had it build a proper tool.