⚙️ AI Hardware

LangSmith CLI: AI Agents Now Debug Themselves Like Pros

Picture this: your AI coding agent, once stumbling blindly, now traces bugs, builds tests, and evaluates itself—all from the terminal. LangSmith's CLI and skills make it real, slashing dev time for everyone building agents.

AI agent terminal interface displaying LangSmith traces and evaluation metrics

⚡ Key Takeaways

  • LangSmith CLI enables terminal-first agent ops: traces, datasets, evals.
  • Skills boost Claude Code from 17% to 92% on LangSmith tasks via dynamic loading.
  • Creates self-improving loops—agents debug, test, iterate autonomously.

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Aisha Patel
Written by

Aisha Patel

Former ML engineer turned writer. Covers computer vision and robotics with a practitioner perspective.

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Originally reported by LangChain Blog

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