Let's face it, Clickhouse is already a super fast OLAP data warehouse, but with each release it feels like performance keeps improving in various key areas. With the 24.12 release, one of the standout additions is a new cache for primary indexes, which can dramatically improve query performance by reducing disk reads and network traffic in distributed setups. https://runportcullis.co/blog/primary-key-caching/