Due to the nature of youtube updating so often all methods utilizing youtube's search would break often, but in the age of coding agents I don't think it matters as much anymore. Tell that to claude code and it will do it in 15 minutes. Being annoyed with youtube's search interface regressions I've basically built something similar by having an alternative frontend to better sort by date ranges, view count etc. It has already broken twice in last 6 months but fixing it is trivial by pointing a coding agent at it. The way it works is by piping the search query to automated playwright browser which returns the parsed search results and thumbnails. Also dabbled with Youtube's API in the past which sometimes shows results that don't show up on its regular search.