1d ago · 6 min read · Generating a web scraper using AI or boilerplate repositories is a great way to prototype. In minutes, you can have a Python script using Playwright that navigates Beautylish.com and extracts product
Join discussion
1d ago · 4 min read · Reddit exposes a hidden JSON API on every single page. Add .json to any URL and you get structured data — no OAuth, no API key, no rate limit headaches. I used this to build a sentiment analysis pipeline that tracks brand mentions across 50+ subreddi...
Join discussion1d ago · 4 min read · Hacker News processes 5+ million monthly visits from developers, founders, and investors. Their API gives you structured access to every story, comment, and user profile — no auth, no rate limits, completely free. I built a trend tracker that alerts ...
Join discussion1d ago · 2 min read · Google News does not have an official API. But it has RSS feeds that return structured XML data — completely free, no auth, no rate limits (within reason). The Endpoint https://news.google.com/rss/search?q={query}&hl=en-US&gl=US&ceid=US:en Returns: a...
Join discussion4d ago · 16 min read · The Complete Guide to Scraping Real Estate Data from Redfin in 2026 Real estate data is one of the most valuable commodities in the modern economy. Whether you're an investor analyzing deal flow, a developer building a property analytics platform, or...
Join discussion6d ago · 3 min read · How to turn any Vinted search URL into a dataset Have you ever looked at a perfectly filtered page on Vinted and thought, "I wish I could just download this as a CSV?" Whether you're building a reselling bot, analyzing pricing trends for specific br...
Join discussion
Apr 2 · 3 min read · A while ago, I found myself doing the same repetitive task again and again. Open a company profile. Copy basic information. Go to the website. Search for phone numbers. Read the content. Write a short
Join discussionApr 2 · 6 min read · Most articles about YouTube's InnerTube API show you the basics: hit /youtubei/v1/next, get comments back. Simple. Except YouTube changed the format. If you built a scraper 6 months ago, it's probably
Join discussionMar 30 · 4 min read · LinkedIn's public API died years ago. If you want to pull employee data from a company page — names, titles, locations — your options are: Pay $10K+/year for LinkedIn Recruiter Manually copy-paste from the browser Build something yourself I went wi...
Join discussion
