Merve Noyan publishes tutorial on building a browser agent environment

Merve Noyan publishes an end-to-end tutorial on building an environment for a browser agent, using OpenEnv, Helium, and Hugging Face Sandboxes.

She shares a visualized sample run with the post.

In the same post, Noyan says the open-weight Muse Spark, including its NVFP4 version, works well as a computer use agent. The post is her own report; the tutorial and the performance claim have not been independently tested.