LangChain built SmithDB, a new database to handle massive agent traces for LangSmith

Hacubu · x · 2026-10-13

LangChain built SmithDB, a purpose-built database for ingesting and serving massive agent trace volumes in LangSmith, arguing existing data infrastructure isn't optimized for this workload. The quoted tweet explains why: hundreds of nested spans per trace, huge prompts and tool outputs, runs staying open for hours, events arriving over time, plus full-text search and JSON filtering requirements. The team is reaching out to interested engineers.

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