LangSmith Engine
AI Solution
Your proactive agent engineer
LangSmith Engine analyzes production traces, groups related failures, and recommends fixes to improve agent quality faster.
About LangSmith Engine
LangSmith Engine is a feature of the LangSmith platform that focuses on analyzing production traces to identify patterns in agent failures and unmet user expectations. It triages high-severity issues, summarizes failure modes, and suggests code fixes. The Engine can also open GitHub pull requests with proposed changes and write tests to prevent reoccurrence of issues, ensuring continuous improvement of agent performance.
Key Features
- Automated failure mode analysis
- GitHub integration for code fixes
- Test writing for issue prevention
- Online evaluators for tracking resolutions
- Recommendations for offline eval datasets
Details
Category
AI Solution
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