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The classifier derived saturation purely from stored counter and window state, but the limiter admits unconditionally when DISABLE_CONCURRENCY_LIMIT is set or the resolved key is empty, so excluding on a gate in those modes suppressed the alert during a genuine capacity outage. Emitter change lives in windmill-ee-private (see ee-repo-ref.txt bump). Adds the empty-key regression test and refreshes the query cache.