To tackle scaling challenges of the original timeline architecture, Apache Hudi 1.0 introduced the LSM (Log-Structured Merge) Timeline - a fundamentally new way to store and manage timeline metadata. This redesign brings together principles of log-structured storage, tiered compaction, and snapshot versioning to deliver a highly scalable, cloud-native solution for tracking table history.