Kunal Ganglani Blog · Aug 7, 2026
10 HITL Tool Approval Patterns for AI Agents [2026]
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Binary approve/reject prompts don’t scale for AI agents. Here are 10 human-in-the-loop permission patterns plus an incident-response-grade audit log spec you can actually ship.
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