LangChain launches Polly, an AI assistant integrated into LangSmith that helps developers debug, analyze, and improve AI agents. Polly addresses common agent debugging challenges like lengthy prompts, complex traces with hundreds of steps, and multi-turn conversations. It can debug individual traces, analyze entire conversation threads, and engineer better prompts through natural language interaction. Polly leverages LangSmith's tracing infrastructure that captures runs, traces, and threads to provide intelligent analysis and recommendations.
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Why agents need an AI debugging partnerPolly helps with debugging traces, analyzing conversations, and engineering better promptsHow Polly works with LangSmith tracingGet started with PollySort: