The idea of incremental reads from data lakes has been cooking for years, but few are serving it up. As a user, you must wrangle change feeds, snapshots, time travel, that one corrupted manifest file. Do you need to be a "Big Data Engineer" to get it right? In this lightning talk, we’ll explore what’s broken, what's just hard, and why making data lake CDC accessible is a problem worth solving.