1d ago · 3 min read · Introduction Modern websites don’t just block IP addresses. They also detect: browser fingerprints automation behavior abnormal request patterns headless browser signals That means using Puppete
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2d ago · 20 min read · This article describes the architecture I designed to aggregate luxury watch listings across 14 heterogeneous marketplaces and produce a stable, condition-segmented cross-source median price. It focus
Join discussionMay 10 · 7 min read · What happens when you need CloudFlare bypass + SOCKS5 auth + multiprocessing — and no existing library does all three? You fork one and build the rest yourself. undetected-chromedriver is abandoned.
Join discussionMay 8 · 7 min read · Large Language Models (LLMs) operate in a vacuum. To build autonomous agents that perform market research, track public pricing across e-commerce sites, or analyze real estate listings, you must provide them with real-time access to the web. Static R...
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May 7 · 3 min read · Most scraping guides focus on whether your request succeeds. That's the wrong metric. The real problem: your scraper might return HTTP 200 and still give you garbage. This is now standard practice at major retailers — they identify bot-like traffic a...
Join discussionMay 6 · 3 min read · Introduction The Euro 2026 is heating up, with France in the semi-finals! As a football fan and a Python enthusiast, I wanted a way to stay updated on scores and critical match events without constantly checking my phone. So, I built a simple yet pow...
Join discussionMay 6 · 6 min read · Building a basic web scraper is a ten-minute exercise. Scaling it to extract a million pages a day is a complex infrastructure engineering problem. When developers initially scope a data extraction project, the default choice is often open-source to...
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