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It combines natural-language actions with code-level control so agents can navigate sites, extract data, and turn brittle scripts into more resilient Playwright-style workflows.\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- npx create-browser-app\n- git clone https://github.com/browserbase/stagehand.git\n- pnpm install\n- pnpm run build\n\nRequirements and caveats from upstream:\n- If you're looking for the Python implementation, you can find it\n- <a href=\"https://github.com/browserbase/stagehand-python\"> here</a>\n- Most existing browser automation tools either require you to write low-level code in a framework like Selenium, Playwright, or Puppeteer, or use high-level agents that can be unpredictable in production. 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