Building a 30-petabyte storage cluster near San Francisco to hold 90 million hours of video for training computer-use models, which cost $354k yearly versus $12 million on AWS—achieved by skipping enterprise-grade redundancy and writing 200 lines of custom Rust instead of using Ceph.