feat(numa): introduce I/O sampling to prevent activation stalls
Replaces the monolithic CPU scaling threshold with separate CPU and I/O spawn thresholds. Introduces an `IoSample` struct with platform-specific byte reading and a relative throughput growth heuristic. Adds a 0.1s wall-clock guard to `CpuSample` to suppress artificial efficiency spikes, and updates `maybe_activate` to trigger worker scaling when either resource indicates headroom. Bumps `obikmer` to v1.1.33 and updates architecture documentation.
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@@ -1704,7 +1704,7 @@ dependencies = [
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[[package]]
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name = "obikmer"
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version = "1.1.32"
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version = "1.1.33"
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dependencies = [
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"clap",
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"csv",
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