LangSmith Engine v2 发布：Agent 上线前自动发现并修复问题
LangChain 的 LangSmith Engine v2 来了，能给你的 Agent 做红队测试，还会自动验证修复方案，写 Agent 的可以看看。
LangChain 在 Interrupt 大会发布 LangSmith Engine v2。新版本加入 Red Teaming 功能，在 Agent 上线前提前识别问题。Engine 会先对提出的修复方案自行测试验证，确认有效后再展示给用户。改进后的问题识别还能发现低效的 Agent 工作环节，以及成本、延迟等关键指标的趋势变化。
New in v2: ✅ Red Teaming: Engine identifies issues in your agent before they surface in production ✅ Validated Fixes: Engine tests its proposed fixes to confirm they work before showing them to users ✅ Improved Issue Identification: Engine now surfaces inefficient agent work and trends in key metrics like cost and latency LangChain @LangChain Just announced at Interrupt: LangSmith Engine v2. With Engine v2, you can proactively spot agent issues and resolve them before your users see them. Your agents get better. You get back to building. langchain.com/blog/langsmith… Your browser does not support the video tag. 🔗 View on Twitter 🔗 View Quoted Tweet 💬 2 🔄 3 ❤️ 9 👀 2048 📊 3 ⚡
