How Do You Handle Web Scraping at Scale Without Getting Blocked?

Yassine — Thu, 24 Jul 2025 21:15:21 +0000

Hey devs 👋

Over the past few months, I’ve been working on a side project that involves collecting structured data from various websites (mostly product listings and user reviews). At first, I was using traditional tools like requests, BeautifulSoup, and Scrapy — and they worked fine, until they didn’t.

Once I started scaling things up even a little, I hit all the usual walls:
❌ IP bans
❌ CAPTCHAs
❌ Anti-bot protections
❌ Frequent layout changes

Eventually, I experimented with proxy solutions. I tried a few, and one that worked decently well for me was Bright Data — it allowed me to test scraping across different regions and IPs without too much setup. I'm still not sure if I’ll stick with it long-term, but it definitely helped bypass some of those annoying blocks.

That got me wondering:

🔍 What tools or platforms are you using for scraping at scale?
🔧 Do you still roll your own stack, or do you rely more on third-party services for proxy management, headless browsers, or data extraction?

webscraping #python #datascience #proxies

🚀 Just tackled large-scale web scraping for ML datasets! Faced lots of issues with CAPTCHAs & bot detection. Found a tool that solved it all — fingerprinting, stealth, proxies. Happy to share tips if you're struggling too! 🔍💡 #MachineLearning #WebScrapi

Yassine — Fri, 18 Jul 2025 20:00:44 +0000

DEV Community: Yassine

How Do You Handle Web Scraping at Scale Without Getting Blocked?

webscraping #python #datascience #proxies

🚀 Just tackled large-scale web scraping for ML datasets! Faced lots of issues with CAPTCHAs & bot detection. Found a tool that solved it all — fingerprinting, stealth, proxies. Happy to share tips if you're struggling too! 🔍💡 #MachineLearning #WebScrapi