The 2nd RavenDB conference presented an overview of RavenDB 3.5, highlighting over 2,500 commits and more than 20 major features primarily focused on distributed work and performance enhancements. Key improvements include a dynamic leader for replication, optimized backup and versioning, and advanced monitoring capabilities. The conference also discussed significant advancements in full-text search, querying performance, and memory management.