Memgraph 3.5 introduces significant enhancements designed to provide users with increased control, flexibility, and improved query capabilities. Key updates include the USER PROFILE feature for better user management with session limits, memory usage caps, and real-time resource monitoring, as well as STRICT_SYNC replication mode for data safety during high availability deployments. The release also improves Cypher queries with new functionalities like KShortest path traversal, existential subqueries, timezone-aware datetimes, and converting paths into trees. Operational enhancements include new SHOW commands for better database management and replication lag visibility, alongside an upgraded MAGE library offering expanded functions. Memgraph Lab 3.5 enhances schema design and exploration with customizable styles and edge actions, along with the ability to export and import schemas. Overall, these updates aim to optimize resource allocation, ensure data safety, and enhance the flexibility and efficiency of graph database management and querying.