Notes from the web data trenches
How hard targets actually behave, and what we learned building infrastructure around them.
How to Scrape Google Maps (2026 Guide)
Collect business listings, ratings and reviews from Google Maps reliably — without maintaining a browser farm.
Read the guide →Scrape Amazon Product Data with Python
A practical walkthrough for pulling prices, buy box, stock and reviews from Amazon at scale.
2026-08-05Cloudflare Bypass: What Actually Works in 2026
A technical look at Turnstile, TLS fingerprinting and why most open-source bypasses stopped working.
2026-07-28Playwright vs Puppeteer for Web Scraping
Two mature browser automation libraries, and how to decide which one your crawler should use.
2026-07-19Extracting Structured Data from HTML with LLMs
When language-model extraction beats CSS selectors, when it doesn't, and how to keep it accurate and cheap.
2026-07-08How to Rotate Residential Proxies Properly
Session strategy, geo-targeting and the mistakes that get clean IP pools burned.
2026-06-24Start building with Irmu today
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