Twitter has had a feed from the beginning and served you content you wanted, as long as you subscribed to the right people. It still does, as long as you only follow a few people.
However, Twitter is a different beast. They got better over time because Twitter evolved from a friends network to kind of a interest-driven network. At the beginning people were following friends and then you had the same dissatisfying outcome like with FB (nobody wants to unfollow a crap-posting friend and muting wasn't available then). But nowadays you rather follow people on Twitter based on interest or because you share the same industry, etc.
And only if you use a third party client.