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A typesafe human‑in‑the‑loop API for AI agents

agent.ts 
const { approve } = await session.ask('Deploy to production?', {
  inputs: [
    { type: 'confirm', name: 'approve' },
  ] as const,
});
// approve: boolean — typed, not parsed

Latest

Stop Letting AI Agents Promote Themselves to Production

· 8 min read

The propose-approve-execute pattern: how to gate every destructive step in an AI-driven deployment pipeline with structured human checkpoints instead of free-text chat.

deployment human-in-the-loop ci-cd agent-safety

Human-in-the-Loop Approvals for Claude Code

· 4 min read

Route dangerous Claude Code actions to your phone for approval before they execute.

claude-code human-in-the-loop developer-tools