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The Scraper’s Edge: guides on web automation, data pipelines, and production scraping.
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Showing 37–45 of 45

G2 Review Extractor: Tampermonkey Userscript
I built a G2 review extractor as a Tampermonkey userscript. It pulls ratings, dates, pros and cons into one scrollable page in your browser.

Export X Bookmarks to CSV with a Userscript
I built a Tampermonkey userscript that lets you export X bookmarks to CSV, with likes, reposts and views. Here is how it works and where it breaks.

YouTube Comments Previewer Script (Export Comments to CSV Instantly)
Preview YouTube comments directly in video listings and export them to CSV with one click. A powerful Tampermonkey script for scraping comments efficiently.

Export Instagram Saved Posts to CSV in a Click
A Tampermonkey userscript I wrote to export Instagram saved posts to CSV, with post URLs, like counts and comment counts, ready for Excel or Sheets.

How I Turn ChatGPT(Sora) Images into Perfect 16:9 Automatically
Struggling with ChatGPT(Sora) images in the wrong aspect ratio? Learn how to automatically convert 3:2 images into clean 16:9 format without cropping headaches, and streamline your image workflow for content, thumbnails, and social media.

Download Facebook Photos With One Click
facebook automation, tampermonkey, userscript, browser automation, photo downloader, chrome extension, web scraping

Alibaba Scraper: Export Product Data to CSV
I built a one-click Alibaba scraper that pulls titles, prices, MOQ, seller names, ratings and links off search pages into a clean CSV file.
Export Duolingo Vocabulary With a Userscript
I built a Tampermonkey userscript that lets you export Duolingo vocabulary to CSV automatically, with word frequency tracking and a cleaning filter.
Repetitive Task Automation for Small Teams
I build repetitive task automation for teams drowning in copy-paste work: scrapers, form fillers, and deployment scripts, delivered as working code.
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