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DataDome Bot Detection Explained: How It Detects Automated Traffic in 2026

DataDome Bot Detection Explained: How It Detects Automated Traffic in 2026

by Zlata | Oct 5, 2026 | Web Scraping and AI

Engineering guide · Last reviewed 5 October 2026 · 14 min read DataDome bot detection no longer works like a perimeter filter that maps an IP address to a rule and a block. In 2026 it behaves like a real-time classification pipeline: network, browser, behavioral and...
Playwright Scraping at Scale: Designing a Browser Cluster for 10,000 Concurrent Chromium Sessions

Playwright Scraping at Scale: Designing a Browser Cluster for 10,000 Concurrent Chromium Sessions

by ProxyEmpire Team | Sep 25, 2026 | Web Scraping and AI

Architecture, capacity planning, proxy orchestration, reliability, and cost control at browser scale Running a few Playwright jobs on one machine is straightforward. Operating 10,000 simultaneous browser sessions is a distributed-systems problem involving memory,...
The Browser Is the New Data Center: Why Modern Web Automation Runs on Chromium

The Browser Is the New Data Center: Why Modern Web Automation Runs on Chromium

by ProxyEmpire | Sep 22, 2026 | Web Scraping and AI

Engineering deep dive · Last reviewed 22 September 2026 · 19 min read For two decades, web automation meant sending an HTTP request and parsing the HTML that came back. A growing share of the modern web no longer works that way: the page is a program, the program runs...
LLMs and Data Gathering: How AI Web Scraping, RAG and Agents Collect Web Data

LLMs and Data Gathering: How AI Web Scraping, RAG and Agents Collect Web Data

by ProxyEmpire Team | Dec 9, 2025 | Web Scraping and AI

Large language models, or LLMs, rely on vast amounts of data to learn and improve. This data comes from all over the web, but gathering it isn’t always straightforward. Websites often block repeated requests or limit access based on location. That’s where...
Web Crawler vs Web Scraper: Key Differences, Tools and How They Work Together

Web Crawler vs Web Scraper: Key Differences, Tools and How They Work Together

by ProxyEmpire Team | Oct 8, 2025 | Web Scraping and AI

Data collection guide · Last reviewed 1 October 2026 · 15 min read Web crawler vs web scraper comes down to one question: are you looking for pages, or for data on pages? A web crawler discovers URLs by following links and reading sitemaps, and builds a list of what...
LLM Training Data: How It’s Collected and the Role of Proxies

LLM Training Data: How It’s Collected and the Role of Proxies

by ProxyEmpire Team | Sep 4, 2025 | Web Scraping and AI

AI data guide · Last reviewed 26 September 2026 · 13 min read Most LLM training data starts as web pages. Someone has to fetch those pages, pull the text out, throw most of it away, and keep a clean, deduplicated, well-documented remainder. This guide explains where...
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