Fail the Build When a GitHub Dependency Goes Archived or Stale
A CI gate built on GitHub repo metadata: SPDX licence, isArchived, and the gap between last commit and last release.
ByteTunnels
The Stack Extractor for Job Posts That Ignores the Boilerplate First
One free-text field, thirteen structured ones, and a ranking that goes wrong until you strip what every posting on the board shares.
A Weekly arXiv Digest Keyed to a Lab's Authors Rather Than a Keyword
arXiv authors are free-text strings, not identities. Here is how to build a weekly lab digest that survives that fact.
Catch a Staged App Rollout in the App Store Charts Before It Goes Wide
An app charting in one small storefront and nowhere else is a rollout in progress, but only if you can prove the absence is real.
Rank an Anime Season by Favourites, Not by Its Average Score
averageScore squeezes every title into a ten-point band; favourites/popularity spreads them over an order of magnitude.
ChromiumFish: A Stealth Browser Built Where Detectors Can't Look
Every anti-bot fight eventually comes down to one question: at which layer are you fighting it? Spend enough time unblocking scrapers and you start to see that the answer decides everything. Pick t...
Puppeteer vs Selenium: Which Should You Pick in 2026?
You have a browser automation task in front of you, and you need to pick a tool. Puppeteer and Selenium are two of the most established options, and the internet is full of feature-by-feature compa...
Playwright for Browser Automation in AI Agents: From Accessibility Trees to Agent Loops
Playwright has become the default browser engine powering the AI agent ecosystem. Browser Use, Stagehand, and Skyvern all built on it in different ways. The Playwright MCP server exposes it to codi...
Selenium vs Puppeteer: The Definitive Comparison for Web Scraping
Selenium and Puppeteer remain the two most discussed browser automation tools for web scraping in 2026. Both can drive a real browser, render JavaScript-heavy pages, and extract data that static HT...
Building a Web Scraper with Regex: Practical Patterns and Pitfalls
Most web scraping tutorials reach for BeautifulSoup or lxml the moment HTML enters the picture. Those are excellent tools, but they are not always necessary. If you are scraping a predictable page,...