Human-in-the-loop for AI agents

import { Datashift } from '@datashift/sdk';

const datashift = new Datashift({
  apiKey: process.env.DATASHIFT_API_KEY,
});

// Submit a task for review
const task = await datashift.task.create({
  queue: 'high-stakes-actions',
  summary: 'Purchase order for office supplies',
  data: {
    action: 'purchase',
    amount: 1500,
    vendor: 'Acme Corp',
  },
  context: {
    requester: 'agent-v2',
    urgency: 'normal',
  },
});

// Wait for approval
const result = await task.waitForDecision();

if (result.decision === 'approved') {
  await executePurchase(task.data);
}