Stagehand Integrations

Playwright supports all modern rendering engines including Chromium, WebKit, and Firefox. Test on Windows, Linux, and macOS, locally or on CI, headless or headed. Playwright waits for elements to be actionable prior to performing actions. It also has a rich set of introspection events. The combination of the two eliminates the need for artificial timeouts - the primary cause of flaky tests. Playwright assertions are created specifically for the dynamic web. Checks are automatically retried until the necessary conditions are met. Configure test retry strategy, capture execution trace, videos, screenshots to eliminate flakes. Browsers run web content belonging to different origins in different processes. Playwright is aligned with the modern browsers architecture and runs tests out-of-process. This makes Playwright free of the typical in-process test runner limitations.

BrowserQL is a dedicated scraping language, browser automation tool, and infrastructure built to bypass bot detection systems with minimal automation fingerprints. It includes built-in anti-detection with zero configuration, helping users bypass Cloudflare, Datadome, and other bot detection services without manual plugins or setup. BrowserQL can automatically click common CAPTCHA challenges, including those nested in iframes and shadow DOMs, while using auto-humanized clicking, scrolling, typing patterns, hidden debugger protocol, automatic fingerprint evasion, and residential proxy integration to appear more like a real browser. Unlike DIY Playwright setups that require stealth plugins, manual mouse or keyboard simulation, proxy rotation, and constant cat-and-mouse updates, BrowserQL is streamlined to minimize traces left by automation libraries.

Director is a no-code web automation platform built by Browserbase that lets users convert plain-English prompts into fully executable browser workflows and scheduled agents. You simply describe the task you’d like automated, and Director generates a repeatable script using its underlying Stagehand automation SDK, runs it in a real browser on Browserbase’s cloud infrastructure, and allows you to schedule, deploy, and scale it with minimal manual intervention. The workflow supports interactive steps (including secure login via 1Password integration), multi-step navigation, DOM element interactions, dynamic branching, data extraction (CSV/JSON/PDF output), and export of the automation code for further editing or embedding in custom stacks. Behind the scenes, the system records every browser action you observe, stores it in a production-ready script, and provides the infrastructure to run hundreds of browser instances in parallel.