Daniel Miessler 11/24/2025

Progressive Web Scraping with a Four-Tier Fallback System

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This article details the architecture of a four-tier progressive web scraping system. It explains how the system starts with simple, fast tools like WebFetch and cURL, then escalates to browser automation with Playwright, and finally uses professional services like Bright Data only when necessary. The goal is to optimize resource usage by automatically selecting the simplest successful method for each target website.

Progressive Web Scraping with a Four-Tier Fallback System

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