New posts doesn't last forever. After a while the "New post" page is empty if there a no new posts.
A timeline like in Tapatalk is always an overview from the newest post until the oldest. On forums witch very high numbers of posts, it should have a restriction. e.g. show only posts of the last week, or last x days. Or x per page and fetch the next x when clicking on next page.