Hi @ jrdunson2h!
If you wanted to do this programmatically, I might suggest using the REST user_timeline endpoint:
https://dev.twitter.com/rest/reference/get/statuses/user_timeline
You should be able to use it for yours/your friends’ timelines, as needed. You’ll also need to learn how to work with our max_id parameter for our style of pagination.
At scale, this may result in rate limiting. At which point, you might either consider our streaming APIs, or using GNIP for the search ability.