# Skyworks uses LangGraph and LangSmith to halve root cause analysis time

> Original title: “Typically the manual mechanism takes about 20 days. Just with the first pass, we are able to drive it down to 10.”

- Source: LangChain
- Published: 2026-10-29T19:00:01.000Z
- Bad Influence: https://badinfluence.news/items/aodtq0kr6uazugye3vfwodgrs
- Original: https://x.com/LangChain/status/2115881358132429187

## Summary

Skyworks uses LangGraph and LangSmith to deploy agents and run evals in one place. The company says its manual root cause analysis process typically takes about 20 days, and its first agent pass cuts that to 10 days.

## Post

“Typically the manual mechanism takes about 20 days. Just with the first pass, we are able to drive it down to 10.”

@skyworksinc uses LangGraph and LangSmith to deploy agents and run evals in one place.

⏯️ How they’re using agents to cut root cause analysis time.

[Video](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Famplify_video_thumb%2F2115878585143590912%2Fimg%2FqOp7kwpr7u40P7s4.jpg&mode=thumb&exp=1793491200&sig=07e2a4149fc50375)