Let models queue tool calls asynchronously and let users approve/reject them in a dedicated UI.
Details
Instead of running immediately, models schedule calls into a sandboxed “pending queue.” Users approve calls later, executing them securely.
Separate queue UI, not in main chat.
Model can suggest immediate execution; users approve or reject.
Long-running contexts support structured human-AI collaboration.
Use Cases
Incident response, regulated ops tasks, workflows needing human approval.