SMRTR AIDec 10, 2025Daily.dev

Introducing Polly: Your AI Agent Engineer

SMRTR summary

LangSmith launched Polly, an AI assistant that helps developers debug and improve their AI agents by analyzing complex execution traces that can span hundreds of steps and multiple conversations. Polly addresses the challenge that agent debugging is nearly impossible for humans due to lengthy prompts and traces, offering natural language querying to identify issues, analyze conversation patterns, and automatically engineer better prompts for production agents.

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