Machine Learning
Feature Store Testing and Data Lineage Validation
Feature stores solve the problem of feature reuse and training/serving consistency in ML systems. They also introduce a new category of bugs: features that compute correctly in isolation but produce wrong values when served at inference time due to point-in-time leakage, online/offline discrepancies, or stale data. Testing a