• Goal: Demonstrate Stagehand's core browser automation features through a complete Hacker News workflow.
• Comprehensive Example: Shows navigate, observe, act, extract, and execute (autonomous agent) in a single workflow.
• Real-world Scenario: Navigates to Hacker News, clicks on top post comments, extracts structured data, and uses an autonomous agent to find the newest post.
• Docs → https://docs.stagehand.dev/v3/sdk/go

• navigate: Load a web page in the browser session Docs → https://docs.stagehand.dev/v3/references/page
• observe: Analyze page elements and generate actionable steps based on natural language instructions Docs → https://docs.stagehand.dev/v3/basics/observe
• act: Execute actions on web pages using natural language instructions Docs → https://docs.stagehand.dev/v3/basics/act
• extract: Extract structured data from pages using JSON schema definitions Docs → https://docs.stagehand.dev/v3/basics/extract
• execute: Run an autonomous agent to complete multi-step tasks automatically Docs → https://docs.stagehand.dev/v3/basics/act

1. Ensure Go 1.22+ is installed (go version)
2. Set required environment variables:

   export BROWSERBASE_API_KEY="your-api-key"
   export MODEL_API_KEY="your-model-api-key"

3. Run the example:

   go run main.go

• Session initialization with Browserbase
• Navigation to Hacker News homepage
• Observation of page to find comment links for the top post
• Action execution to click on the comment link
• Structured data extraction (title, top comment, author)
• Autonomous agent execution to navigate back and find the newest post
• Session cleanup and termination
• Live session recording link displayed in console

• Missing Go installation: Ensure Go 1.22+ is installed (go version)
• Missing environment variables: Verify BROWSERBASE_API_KEY and MODEL_API_KEY are set
• Module not found: Run go mod download if dependencies aren't resolved
• Network issues: Check internet connection and website accessibility
• Session errors: Verify API keys are valid in Browserbase dashboard
• Find more information on your Browserbase dashboard -> https://www.browserbase.com/sign-in

• Content aggregation: Automate data extraction from news sites, forums, and social platforms for monitoring and analysis. • Research automation: Collect structured information from multiple pages using autonomous agents for competitive intelligence. • Testing workflows: Validate web interactions, form submissions, and navigation flows across different pages. • Data scraping: Extract structured data from dynamic websites that require JavaScript execution and user interactions.

• Add error handling: Implement retry logic for failed actions and better error messages for debugging. • Extend extraction schema: Add more fields to extract (upvotes, comment count, post date, etc.). • Multi-page workflows: Chain multiple navigations and extractions to build comprehensive data collection pipelines. • Customize agent instructions: Modify the execute instruction to perform different tasks (e.g., find posts by keyword, filter by score).

📚 Stagehand Go Docs: https://docs.stagehand.dev/v3/sdk/go 🎮 Browserbase: https://www.browserbase.com 💡 Try it out: https://www.browserbase.com/playground 🔧 Templates: https://www.browserbase.com/templates 📧 Need help? support@browserbase.com 💬 Discord: http://stagehand.dev/discord