megachangelog
Feature

Browser Run adds structured handoff for Human in the Loop

Browser Run now supports structured handoff for Human in the Loop workflows, allowing agents to formally pause and request human intervention via Live View, then resume automatically once the task is complete. This replaces manual intervention management with a reliable pause-and-resume flow using Cloudflare-specific CDP commands.

Browser Run now supports structured handoff for Human in the Loop workflows. Using Cloudflare-specific CDP commands, your agent can signal that it needs help, a human steps in through Live View to handle the task, and the agent resumes once the work is done.

For agents running multi-step browser workflows, a single login wall or unexpected prompt can fail the entire run. Previously, scripts had to manage human intervention manually by sharing a Live View URL and polling for completion. Structured handoff replaces this with a formal pause-and-resume flow.

The following example requests human intervention for a login page and waits for the human to finish before continuing:

const cdp = await page.createCDPSession();

// Get Live View URL for the human operator
const { devtoolsFrontendUrl } = await cdp.send("Cloudflare.getLiveView", {
	mode: "tab",
});
console.log(`Human input needed: ${devtoolsFrontendUrl}`);

// Request human intervention and wait for completion
const handoffComplete = new Promise((resolve) => {
	cdp.once("Cloudflare.handoffComplete", resolve);
});

await cdp.send("Cloudflare.handoff", {
	instructions: "Please log in with your credentials",
	timeout: 600000,
});

const result = await handoffComplete;
console.log(result.success ? "Handoff complete" : `Failed: ${result.reason}`);

Refer to the Human in the Loop documentation for the full API reference, examples, and best practices.

browser-runautomationhuman-in-the-loopapiworkflows

Source: original entry ↗

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