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Brainstore makes AI observability at scale possible

Blog post from Braintrust

Post Details
Company
Date Published
Author
Ornella Altunyan
Word Count
445
Language
English
Hacker News Points
-
Summary

Brainstore is a specialized database designed for AI observability that efficiently handles the vast amount of data generated by AI systems, offering query times under one second even with terabytes of data. It significantly outperforms traditional observability databases and competitors, enabling real-time search and filter operations through millions of traces, which is crucial for fast debugging in production environments. Unlike traditional databases that use persistent disks, Brainstore utilizes S3 or similar object storage, making it scalable and simple to operate. By partitioning each organization's data separately and employing Tantivy, an open-source library for handling nested JSON with evolving schemas, Brainstore ensures fast queries and strong consistency through a custom write-ahead log. This approach allows teams to resolve production issues swiftly without the delays associated with slower query times.