Inspect every action
Snapshot-scoped refs return the page before, the page after, and their diff.
Evidence model
Embed the agent-browser engine in Python, act through snapshot-scoped refs or live queries, and keep lifecycle and safety policy in one controller.
Snapshot-scoped refs return the page before, the page after, and their diff.
Evidence model
One controller launches or attaches, orders native work, applies policy, and closes its resources.
Runtime model
Typed namespaces cover stable workflows while raw native actions remain available.
Native protocol