The Marginalia Search index has undergone significant redesign to enhance performance through new data structures optimized for modern hardware, increasing the index size from 350 million to 800 million documents. The article discusses the challenges faced in query performance and the implications of NVMe SSD characteristics, as well as the transition from B-trees to deterministic block-based skip lists for improved efficiency in document retrieval.