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> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Regression Testing with LangSmith

**[LangChain](https://daily.dev/sources/langchain)** · 4 min read · 0 upvotes · 0 comments

## Summary

LangSmith's improved regression testing experience helps AI engineers evaluate and iterate on LLM applications with confidence. Unlike traditional software testing where tests always pass, AI application testing requires tracking performance over time and comparing results across multiple runs. Key features include a Comparison View for selecting multiple experiments simultaneously, Display options for controlling what information is shown, and the ability to set a baseline run and automatically highlight datapoints that improved or regressed on evaluation metrics. Filtering and row expansion features allow engineers to quickly drill into the most interesting behavioral changes between runs.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.langchain.com/blog/regression-testing>

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---

Tags: [#testing](https://daily.dev/tags/testing), [#llm](https://daily.dev/tags/llm), [#langchain](https://daily.dev/tags/langchain), [#ai-engineering](https://daily.dev/tags/ai-engineering), [#langsmith](https://daily.dev/tags/langsmith)

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