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Independent AI testing on real hardware. I run a 8-node DGX Spark fleet and publish what vendors don't: full tuning sweeps including the losing configs, soak tests, honest caveats. Every number checkable on GitHub. Coffee keeps the benchmarks running. Also run many 3090s and 5090s.