📄 中文摘要
调试智能体与调试其他构建的系统有显著不同。调试过程可能深入数百个步骤，提示信息可能跨越数千行，而当出现问题时，导致问题的上下文往往隐藏在中间的某个地方。为了解决这一挑战，LangSmith 开发了 Polly，这是一款能够读取和理解复杂调试信息的 AI 助手。Polly 的设计旨在帮助开发者更高效地追踪和解决问题，从而提升调试过程的效率和准确性。
Polly 在 LangSmith 的所有工作场所全面上线
出处: Polly is generally available everywhere you work in LangSmith
发布: 2026年3月18日
📄 English Summary
Polly is generally available everywhere you work in LangSmith
Debugging agents presents unique challenges compared to debugging other systems. The traces can run hundreds of steps deep, and prompts may span thousands of lines, making it difficult to pinpoint the context of an issue when something goes wrong. To address this challenge, LangSmith has developed Polly, an AI assistant designed to read and comprehend complex debugging information. Polly aims to assist developers in efficiently tracking and resolving issues, thereby enhancing the efficiency and accuracy of the debugging process.