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Engineering
Engineering
Deep dives on scraper architecture, anti-bot evasion, data pipelines, and Apify actor design patterns.
3 articles
Dec 15, 2025 · 6 min read
Web Scraping Legality in 2025: What Developers Actually Need to Know
The hiQ ruling, the CFAA, GDPR, terms of service and robots.txt. A developer-focused primer on what web scraping law does and does not allow.
Sep 22, 2025 · 7 min read
From Raw HTML to Clean Dataset: Data Pipeline Architecture for AI Teams
The full architecture for a production-grade web data pipeline: collection, validation, transformation, storage, and freshness management.
Jul 14, 2025 · 6 min read
Web Scraping Without Getting Blocked in 2025: Proxies, Stealth, and Session Strategy
A technical guide to getting past the five most common anti-bot systems: Cloudflare, Akamai, DataDome, PerimeterX and reCAPTCHA.