Braintrust made Topics generally available on every plan (including Starter) for continuous analysis of production AI traces, according to a company release dated 1 June 2026.
Topics clusters traces via embeddings + LLM naming into SQL-queryable classifications across Task, Issues and Sentiment facets; custom facets supported. Labels feed scoring, datasets and experiments; example SQL filters by Issues label (e.g. Tool call timeout). Beta anecdotes: coding-agent customer shipping 5–10 PRs/day from classifications; another found 25% sampling matches 100% topic quality. Pricing: monthly Topics credit per plan + uniform per-million-token overage.
Author Ornella Altunyan; company is braintrust.dev AI eval/observability — not Braintrust education nonprofit or freelance marketplace.
Performance, savings or adoption figures in the announcement are company claims unless independently attributed. Buyers should confirm scope, availability and commercial terms against Braintrust's primary materials and https://www.braintrust.dev/.