Automation works best when it starts from explicit profile IDs and clear launch rules. Without that structure, scripts can become a second operating system outside the team's workspace.
Before building automation, define what should remain under operator control and what can be safely repeated by scripts.
Start with a small workflow
Pick one repeatable task. Map the profile IDs, launch requirements, expected browser state, and failure handling before scaling to more accounts.
This gives developers a bounded integration point and gives operators a way to review the outcome.
Keep policy in the workspace
Automation should not mutate raw browser folders or work around profile ownership. It should call a controlled API boundary and respect the profile contract.
Read the automation and API feature page when planning the technical surface.