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A detailed retrospective on why Mercado Libre's in-house Amazon scraper required constant maintenance (every 14 days) due to DOM selector instability, layout variants, anti-bot escalation, and JS-rendering dependencies—leading them to adopt a managed API solution with auto-healing extraction logic instead of maintaining 23 custom spiders.

Mercado Libre Amazon Scrapy Selenium Chromium ScraperAPI Oxylabs Bright Data AWS Data Exchange Isabela Rodriguez
infosecwriteups.com · Isabela Rodriguez · 13 hours ago · details