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- Mastra introduces span queries for granular agent trace observability
Mastra announced span queries, which filter and group individual spans across all traces rather than returning whole traces like trace queries do. According to the Mastra Blog, a query can combine up to 100 conditions on fields such as spanType, entityName, status, durationMs and parentEntityName, return up to 1,000 spans per page, and group by up to two dimensions over a time range of up to 365 days, aggregating counts, error rates and latency. The feature is available through the Mastra CLI ([email protected] or later), the Mastra platform and Studio, the Mastra Client SDK (@mastra/[email protected] or later), and observability endpoints, and works on self-hosted projects using DuckDB, PostgreSQL or ClickHouse storage.
Mastra Blog · 🔥 0 - Mastra launches Trace Queries for filtering agent traces
Mastra introduced Trace Queries, letting users of the Mastra platform and local Studio filter and find traces by fields such as time, primitive name, agent or workflow ID, status, score and feedback. The company says the same queries can be built through the CLI ([email protected] or later), the Mastra Client SDK (@mastra/[email protected] or later) and HTTP observability endpoints. Each query covers a time range of up to 31 days, combines up to 100 conditions and allows up to 8 filters on trace internals such as spans, scores and feedback; the feature works on the Mastra platform and on self-hosted projects whose observability storage uses DuckDB, PostgreSQL or ClickHouse, and existing history can be brought in via trace imports.
Mastra Blog · 🔥 0
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