Elevate Your Knowledge:
The Pinobyte Blog

Trends, strategies, and actionable advice on web scraping, data engineering and AI.

Web ScrapingTLS Fingerprintingcurl_cffi

Scraping Cloudflare and DataDome Without a Browser Using curl_cffi

Across Pinobyte's hard-target work, curl_cffi handled about 80% of protected resources after engineers tested several impersonation profiles instead of stopping at the default. In one Cloudflare run, chrome produced almost no usable responses while firefox144 reached about 80% under matched request and IP conditions. Profiles such as chrome, chrome120, and firefox144 select different browser connection patterns. Test a small profile matrix before paying the cost of a browser.

July 28, 2026 · 10 min read
Web ScrapingArchitectureAnti-Bot

Running a Large-Scale Web-Scraping Aggregator in Production

A behind-the-scenes look at how we built and ran a distributed car-listing aggregator for a client — 1M+ live listings, 500k+ requests a day, and the anti-bot, fingerprinting and monitoring problems we solved to keep it running in production.

July 14, 2026 · 16 min read
Data ScrapingAI Web ScrapingCustom Web Scraping

Best Web Scraping Tools in 2026: Octoparse vs ParseHub vs Diffbot vs Custom

Which web scraping tool is best in 2026? We compare Octoparse, ParseHub, Diffbot, Beautiful Soup and custom engines on cost, scale, anti-bot and JavaScript — with a quick verdict for each use case.

July 23, 2025 · 12 min read