
Article
Same Animation, Different CLS: Exploring Why Transforms Are Excluded
Preserving the goose animation while reducing CLS and browser work, and exploring the reasoning behind excluding transforms from CLS.

Frontend Engineer
I build frontend experiences for advertising and reward products at Buzzvil. I care about designing product state and media experiences that preserve a smooth user journey across diverse WebView environments.
4 contributions

Article
Preserving the goose animation while reducing CLS and browser work, and exploring the reasoning behind excluding transforms from CLS.

Article
How we separated ad allocation from hidden SDK execution and designed exposure, fallback, and session lifecycles for a recurring ad mission.

Article
How we handled delayed and failed video playback in WebViews—and expanded optimization from media files to the entire user experience.

Seminar
In the second week of October 2021, front-end developer Justin presented Web Framework, introducing web frameworks at Buzzvil Tech Weekly. See the slides below for more details.