By creating and subscribing to twitter lists you can completely change and control your twitter experience.
With these two tools you can manage the firehose of data finally.
Here’s my collection of twitter lists: https://twitter.com/Paisano/lists
Feel free to subscribe to any of them or create your own.
Here’s a short video tutorial.