Stop Fixing Broken Selectors: Automate Depop Scraper Maintenance with AIThe most frustrating part of web scraping isn't the initial build; it’s the morning you wake up to a failed pipeline. You check the logs and find that a site update rendered your CSS selectors uselessApr 11 · 5 min readclouddeveloper.hashnode.dev
How to Build an Automated Ulta Price Tracker Using Python and PlaywrightMonitoring beauty product prices manually is a losing game. Between flash sales, "Buy 2 Get 1 Free" deals, and dynamic pricing, the cost of skincare or makeup fluctuates daily. If you're a developer, Mar 26 · 5 min readclouddeveloper.hashnode.dev
Full Catalog Sync: Strategies for Scraping and Pagination at ScaleScraping a single product page is a straightforward task. However, when you need to sync a full e-commerce catalog extracting 10,000+ products from a site like Crate & Barrel the problem shifts from sMar 11 · 6 min readclouddeveloper.hashnode.dev
Scaling Data Pipelines: Handling Pagination, Deduplication, and Proxies in Web ScrapersWriting a script to pull a single price from a website is a rite of passage for every developer. However, moving from a simple script to a production-ready web scraping data pipeline is where real engFeb 28 · 6 min readclouddeveloper.hashnode.dev
Stop Fixing Broken Scrapers: A Guide to Schema-First Data ExtractionWe’ve all been there: it’s 3 AM, and your data pipeline has stalled. A website you’ve been scraping for months decided to wrap their price tag in an extra <div> or rename a CSS class from product-price to item-price-v2. Your scraper, built on a house...1OFeb 19 · 5 min readclouddeveloper.hashnode.dev