Self-auditing
Metric health
Every metric is governed by an explicit contract — required input freshness and coverage, output range bounds, and independent cross-checks. A metric that fails its contract is flagged here with the reason, so you can weight it accordingly rather than trust a plausible-looking wrong number. This is the QC layer running live.
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