📰 Dev.to · Vhub Systems

TikTok Shop is generating billions in GMV and most product researchers are still doing it manually —...

Anti-bot detection has gotten dramatically more sophisticated since 2022. TLS fingerprinting,...

GDPR turns 8 this year, yet web scraping legality under GDPR is still misunderstood by most...

How to Scrape Websites That Require Login Without Using Selenium Most tutorials show you...

Websites detect scrapers through 40+ browser fingerprint signals. Here's exactly what they check, which signals are easiest to fix, and the ones that will alway

Most web scrapers violate GDPR by missing a valid legal basis under Article 6. This checklist tells you exactly which basis applies to your scraping use case —

Why Akamai is harder than Cloudflare, what actually works in 2026, and code examples using curl-cffi with Chrome impersonation and residential proxies.

How I automated competitive intelligence across job posts, pricing, blog content, and product launches for 50 competitors using Apify actors and n8n. Total cost

I track 500 Amazon products for price changes using Apify actors and n8n. When a product drops 15%+, I get a Telegram alert instantly. Setup took 20 minutes.

How I built a lead generation pipeline using pre-built Apify actors instead of building my own LinkedIn scraper. Zero code, zero ban, 10K leads in 48 hours.

Stop getting blocked by Akamai's sensor.js fingerprinting. This guide covers what actually works in 2026 — curl-cffi Chrome impersonation, residential proxy rot

Most GDPR discussions focus on Article 13 — the notice you give when collecting data directly from...

Complete guide to headless browser detection: navigator.webdriver, CDP exposure, canvas fingerprinting, plugin detection, behavioral signals. With code for each

Funding rounds are the best B2B sales trigger. Companies that just raised will hire aggressively,...

Funding announcements are the best sales trigger in B2B. Companies that just raised a round are...

SerpAPI is excellent. It is also expensive at scale. The $50/month plan gives you 5,000 searches....

Every week your competitors post hiring data, product updates, and strategic moves on LinkedIn. Most...

I used to spend 3 hours every Monday morning going through job boards, company websites, and LinkedIn...

Scraping competitor prices is legal in most jurisdictions. The GDPR question is about personal data —...

Funding rounds are public information. But by the time TechCrunch writes the story, every competitor...

Speed up Python scraping 10-50x with asyncio. Covers aiohttp, httpx, controlled concurrency with semaphores, rate limiting, retry logic, and async BeautifulSoup

User agent rotation helps but isn't enough. This guide covers rotation strategies, fake-useragent library, session consistency, TLS fingerprinting, and the full

Complete Node.js web scraping guide: Axios + Cheerio for static pages, Playwright for SPAs, API interception, concurrent scraping with workers, and Crawlee for

Instagram blocks most scrapers within hours. Here are the 3 methods that actually work in production, with real success rates and costs.