还在为编程Agent账单翻倍发愁？LangSmith把Claude Code、Cursor、Copilot等工具的日志统一了，终于能看清每分钱花哪了。
Claude Code、Cursor、Copilot等编程助手日志格式不统一，导致团队使用多个工具时成本翻倍却无法追溯。LangSmith推出统一追踪功能，将Claude Code、Codex、Cursor、Copilot、Pi、OpenCode的追踪数据整合为一致格式，包含相同追踪树、元数据和查询语法。开发者可通过LangChain博客获取详细信息。
Your coding agent bill doubled and nobody can tell you why. Here's the actual reason: Claude Code, ...
Your coding agent bill doubled and nobody can tell you why. Here's the actual reason: Claude Code, Cursor, and Copilot all log activity in different formats. The second your team uses more than one (they will), your visibility goes to zero. We built LangSmith to fix this. It traces Claude Code, Codex, Cursor, Copilot, Pi, and OpenCode into one consistent format. ✅ Same trace tree ✅ Same metadata ✅ Same query syntax …regardless of which tool actually ran the session. Everything you need to know: langchain.com/blog/fix-your-… 💬 0 🔄 0 ❤️ 0 ⚡