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by michaelgygli 1406 days ago
Great question. Yes, that's a big topic for us. We closely monitor production metrics to detect things like input changes and output drift. This allows us to automatically detect if something changes, so that we can trigger retraining and redeployment.
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We built a lot of this in-house though, as we didn't find suitable existing tooling for that