AI article
How to Build a Good Human-in-the-Loop for AI Email and Outbound Messaging
Community description: A good human in the loop for AI email is more than a confirmation dialog on every draft. You want controls that make a wrong send cheap to undo, cap…
Dev.to | Aug 30, 2026 | Brenn Hill
Automated excerpt
Enforce ceilings the agent cannot exceed: max recipients per send, max sends per minute, max total sends per run. Grade outbound actions first: draft (G1), internal send (G1 to G2), external customer send (G2), bulk broadcast (G3). Preview the exact message and recipients, and log every send.
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