[Security review]
MFA, session timeouts, and CAPTCHAs are not edge cases for browser agents. They are normal production conditions, and the automation architecture should treat them as governed states rather than surprises.
Credentials should not live in the workflow
Production agents need access to accounts, cookies, inboxes, and sometimes OTP flows. Those materials should be stored in controlled profiles and vaults, not embedded in prompts or workflow definitions.
That separation lets teams rotate credentials, review access, and keep the workflow itself safe to inspect.
Blockers need explicit handoff paths
Some challenges can be handled by the browser provider or an inbox-based OTP step. Others require a human to approve, enter a code, or complete a portal-specific review.
A secure implementation should make those waits visible in the run status instead of hiding them behind indefinite retries.
Security and recovery are connected
Ramain models blockers as states in the workflow: waiting, recovering, fallback, completed, failed, or terminated. Operators can see why a run paused and what happened next.
That makes MFA and CAPTCHA handling auditable, which is more useful than claiming every challenge can be bypassed.
A trustworthy browser agent should pause clearly, ask for the right human input, and leave evidence whenever authentication or blocker handling occurs.
