You could try splitting your feed into themed mini-timelines using the Mastodon Lists feature:
https://fedi.tips/how-to-use-the-lists-feature-on-mastodon/
You can now set Lists to hide a list's posts from your main feed, which means you can reduce the amount of stuff there by moving it to a list, and then dip into the list when you are interested in that list's topic.