AgentConn

Stagehand

Framework Agnostic Intermediate Browser Automation Open Source

Stagehand by Browserbase combines the reliability of Playwright with LLM intelligence. Describe what you want to do on a web page in natural language, and Stagehand handles the browser interactions with built-in retry logic, element detection, and visual grounding.

Input / Output

Accepts

natural-language url

Produces

action-result extracted-data screenshot

Overview

Stagehand makes browser automation as easy as describing what you want in plain English. Built on Playwright by Browserbase, it adds AI-powered element detection and natural language action execution.

How It Works

  1. Initialize — Create a Stagehand instance with your LLM
  2. Navigate — Open any web page
  3. Act — Describe actions in natural language
  4. Extract — Pull structured data from the page

Use Cases

  • Web automation — Automate repetitive web tasks
  • E2E testing — Write tests that adapt to UI changes
  • Data extraction — Scrape dynamic web apps reliably
  • Workflow automation — Multi-step web processes

Getting Started

import { Stagehand } from "@browserbase/stagehand";
const stagehand = new Stagehand({ modelName: "gpt-4o" });
await stagehand.init();
await stagehand.page.goto("https://github.com/login");
await stagehand.act({ action: "enter username and click sign in" });

Example

const products = await stagehand.extract({
  instruction: "extract product names and prices",
  schema: z.object({ name: z.string(), price: z.string() }).array()
});

Alternatives

  • Browser Use — Python-based browser automation
  • Playwright — Programmatic automation (no AI)
  • Selenium — Traditional browser automation

Tags

#browser #automation #playwright #natural-language #testing

Compatible Agents

AI agents that work well with Stagehand.

Similar Skills