# Chang She presents data isolation for agent workflows at LanceDB

> Original title: Keep experiments separate at the data layer.

- Source: LMSYS Org
- Published: 2026-11-07T23:07:58.000Z
- Bad Influence: https://badinfluence.news/items/y664snxy0xprzn3rxjbi7f3hf
- Original: https://x.com/lmsysorg/status/2119205248153915597

## Summary

LanceDB's Chang She presents "Agents Need Safe Spaces Too," covering data isolation, copy-free branches and reproducible agent workflows. The post centers on keeping experiments separate at the data layer.

## Post

Keep experiments separate at the data layer.

Chang She from @lancedb presents “Agents Need Safe Spaces Too,” covering data isolation, copy-free branches and reproducible agent workflows.

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHWjs49VbwAApdVW.jpg&mode=thumb&exp=1794355200&sig=7ffb649c41c7c08b)