feat(numa): introduce I/O sampling to prevent activation stalls #55
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Replaces the monolithic CPU scaling threshold with separate CPU and I/O spawn thresholds. Introduces an
IoSamplestruct with platform-specific byte reading and a relative throughput growth heuristic. Adds a 0.1s wall-clock guard toCpuSampleto suppress artificial efficiency spikes, and updatesmaybe_activateto trigger worker scaling when either resource indicates headroom. Bumpsobikmerto v1.1.33 and updates architecture documentation.