Headless browsers vs. SERP APIs: Why your Playwright scraper fails in production
Every developer who builds web scrapers goes through the same initial rite of passage. You need search engine data for an SEO tracking tool, an AI r…
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Handling Shadow DOMs in Agentic Scraping Workflows
TL;DR Web components encapsulate UI and data inside Shadow DOMs, hiding it from standard parsers like BeautifulSoup and document.querySelector . To…
Building Knowledge Graphs with Gemini
✨ Overview In this exploration, we'll see how to turn raw, unstructured documents into structured knowledge graphs using Gemini. We'll start by prot…
Understanding Puppeteer Stealth: How to Manage Browser Fingerprints for Reliable AI Web Agents
TL;DR Browser fingerprinting identifies headless browsers by inspecting specific JavaScript properties, rendering differences, and network headers.…
Build an MCP Server for Real-Time Web Data Extraction
TL;DR Build an MCP server to give AI agents real-time web access by wrapping the AlterLab API in a standardized tool schema. This setup allows agent…
Indeed Data API: Extract Structured JSON in 2026
Disclaimer: This guide covers extracting publicly accessible data. Always review a site's robots.txt and Terms of Service before scraping. When buil…