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# Pushing LangSmith to new limits with Replit Agent's complex workflows

**[LangChain](https://daily.dev/sources/langchain)** · 4 min read · 0 upvotes · 0 comments

## Summary

Replit built their AI coding agent on LangGraph and integrated LangSmith for observability, pushing the platform to new limits. The collaboration between LangChain and Replit teams led to three key improvements: better performance and scalability for large traces with hundreds of steps, new within-trace search and filtering to speed up debugging, and a thread view that collates multi-turn conversation traces to support human-in-the-loop workflows.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://www.langchain.com/blog/customers-replit>

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---

Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#langgraph](https://daily.dev/tags/langgraph), [#langsmith](https://daily.dev/tags/langsmith), [#llm-observability](https://daily.dev/tags/llm-observability)

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