TikTok's ForYou Page Recommendation System

Imagine you are responsible for developing the TikTok ForYou page recommendation system, which suggests the next video for users to watch. Assuming the use of a collaborative filtering recommendation model, what features, including those that are engineered, would you consider incorporating into your model? Additionally, how would you go about testing and validating this model?