Guides
Practical guides to working with the web. Build, troubleshoot, and explore.
Architecting Real-Time Web Browsing for AI Agents: Tool Calling, Headless Fetching, and Latency Optimization
Optimize AI agent performance by architecting low-latency web browsing loops. Discover how a professional web scraping API reduces latency and improves accuracy.
Crawl4AI vs. Context.dev: Self-Hosted Browser Clusters vs. Managed Web Context API
Should you build your own web crawler tool or use a managed API? We compare Crawl4AI vs. Context.dev to find the best AI scraping solution for your unique team.
How to Build Web Scrapers That Survive Layout Changes
Keep web scrapers working through layout changes with semantic locators, Scrapy contracts, structured data, fallback selectors, and drift monitoring.
Top 11 Web Scraping APIs for AI in 2026 (Best Scraping APIs Compared)
Compare 11 web scraping APIs for AI on Markdown quality, structured extraction, anti-bot handling, MCP, brand data, pricing, and developer experience. For the strongest all-in-one platform, the top choice is Context.dev.
What Is Scrapy? Strengths, Limits, and Alternatives for AI Pipelines
Learn how Scrapy works, where it fits, and when AI pipelines need managed rendering, anti-bot handling, or structured output from a scraping API.
Building a Model Context Protocol (MCP) Server for Live Web Scraping & Agent Context
Learn how to build a powerful MCP server using a reliable web scraping API. Optimize your AI context with clean data and enhance agent performance for any workflow.
selectolax vs lxml vs Parsel vs BeautifulSoup: Python HTML Parsers Compared
Compare selectolax, lxml, Parsel, and BeautifulSoup on parsing speed, HTML5 correctness, selectors, and when to use a managed API for web extraction.
Running Headless Playwright on AWS ECS vs Managed Web Data APIs: Architecture & TCO Benchmark
Explore the real TCO of running headless Playwright on AWS ECS versus managed web data APIs. Compare infrastructure, proxy costs, and web scraping tools today.
AI Startup Web Scraping Economics: Architecting Cost-Effective Ingestion for High-Volume RAG
Reduce your RAG costs by optimizing data ingestion. Explore how a professional web scraping API beats a free scraper for high-volume, cost-effective AI workflows.
Best Cloudflare Bypass APIs in 2026: 8 Anti-Bot Tools Compared
Compare 8 scraping APIs that handle Cloudflare and Turnstile by automatic setup, independent success rates, protected-page cost, output, and best use case.
Implementing Real-Time Web Browsing with OpenAI Agents SDK and Managed Web APIs
Learn how to build a robust AI scraper with the OpenAI Agents SDK and managed web APIs. Scrape any website reliably using advanced, structured data extraction.
Replacing Brittle Puppeteer and Playwright Infrastructure with Managed Web Data APIs
Stop wasting resources on brittle web scraping software. Discover how managed web data APIs outperform custom Puppeteer setups against modern anti scraping tools.