Mustafa

Human-in-the-loop approvals

Agents pause, people approve. Approval flows in Slack and in web frontends, for single agents and teams.

HITL
Slack
AG-UI
Slack approvals docs
  1. Agent run
    • Calls a sensitive tool
  2. PauseRun waits
    • Confirmation
    • User input
    • External result
  3. Person decides
    • Approve / Deny card in Slack
    • Form in the web app
  4. Resume
    • Same run continues
    • Nothing lost
Works for single agents and teams - if a member agent pauses, the whole team waits for the answer.
Agents pause, people approve.
  • Slack approval cards for every pause type: confirm, ask for input, collect feedback, or run a step outside the agent.
  • The same flows over AG-UI for browser frontends.
  • Pause state that survives across multiple rounds for teams of agents.
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