Worked on enhancing the predictive-components feature in the empathyco/x-archetype repository by updating test data to better reflect current product expectations. Focused on aligning the test query from 'dress' to 'skirt' across both macbook-13 and iphone-x views, which improved the reliability and consistency of automated tests. Applied Behavior Driven Development principles using Gherkin to define and document test scenarios, ensuring regression coverage remained robust as the feature evolved. The work emphasized maintaining clear data expectations and thorough documentation, contributing to more stable and predictable test outcomes. No bugs were addressed during this period, with efforts concentrated on feature testing.