LogSeam rips through 500M log searches/sec and pushes 1.5+ TB/s throughput using Tigris’ geo-distributed object storage. It slashes log volume by 100× with Parquet + Zstandard compression. Then it spins up compute on the fly, right where the data lives—no long-running infrastructure, no laggy reads.