精选理由
丰田利用LangSmith提升智能体发布效率，了解用户行为，值得一试。
LangSmith可监控所有智能体，了解哪些有效，哪些无效，工具调用失败，PR中断流水线，以及用户采用的功能。丰田从每6个月发布一个生产智能体提升至50+，采用Deep Agents和LangGraph。
原文 · LangChain
"LangSmith gives us the ability to monitor all of our agents, understand what's working, what's not,...
"LangSmith gives us the ability to monitor all of our agents, understand what's working, what's not, what tool calls have failed, what PR just broke the pipeline, and what features our users are adopting." An inside look at how @Toyota went from shipping one production agent every 6 months to shipping 50+ using Deep Agents and LangGraph. langchain.com/blog/how-toyot… 💬 1 🔄 3 ❤️ 8 👀 1842 📊 3 ⚡