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* feat(ml-engineering): add lineage and drift workflows * docs(ml-engineering): refresh generated catalog descriptions
25 lines
713 B
Markdown
25 lines
713 B
Markdown
# Drift response record
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- Model and deployed version:
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- Signal type: system / input / feature / prediction / outcome
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- Detection query or evaluator:
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- Window and minimum sample:
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- Threshold and first observed time:
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- Alert owner and service owner:
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## Diagnosis
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- Schema/source change checked:
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- Seasonality or segment mix checked:
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- Label delay and metric integrity checked:
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- Training-serving parity checked:
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- Critical capability impact:
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## Decision
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- Action: observe / repair data / recalibrate / retrain / human review / roll back / retire
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- Candidate and baseline lineage links:
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- Quality, latency, capacity, and cost evidence:
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- Approval and expiry (if temporary):
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- Post-action validation and result:
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