Use it when you want a single self-hosted search engine for agents across code, docs and data instead of Elasticsearch plus a vector DB, or when wrong answers are costly and you want UNKNOWN or CONFLICT instead of guesses. Skip it if you just need grep-replacement for one repo, since it is a whole engine to operate. The headline benchmark numbers come from the project itself.