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Recent posts tagged web-scraping

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
AIAppsAPI • Aug 29 • in Articles • 2 min read
The Waiting Problem Behind Most Flaky Suites
Most of us have had a test suite that passed locally, failed once in CI, then passed on the rerun until nobody trusted it as evidence of anything. This is about why that happens, and why one framework's default behavior removes most of it. Flake Is ...
  • playwright
  • testing
  • automation
  • web-scraping
2 Reactions 0 Comments
AIAppsAPI • Aug 29 • in Articles • 2 min read
How Browser Agents Read A Page, And When A Script Is Still Better
Most of us here have written a scraper or a browser test suite that worked beautifully until someone shipped a redesign and every selector went stale overnight. This is a look at what actually changes when an agent reads the page instead of replaying...
  • browser-automation
  • ai-agents
  • playwright
  • web-scraping
0 Reactions 0 Comments
AIAppsAPI • Aug 22 • in Articles • 2 min read
Choosing Between A Social Platform API And Direct Collection
Most of the social data questions on here end up in the same place: someone needs posts or comments from a platform, the official API gives them two thirds of what they need, and they are trying to work out whether filling the gap is worth it. This i...
  • web-scraping
  • api
  • python
  • data-collection
0 Reactions 0 Comments
nevmenandr • Aug 6 • in Articles • 6 min read
Building NLP Systems for 96 Low-Resource Languages: A Web Scraping War Story
Or why language vitality online has nothing to do with speaker counts — and everything to do with data engineering Russia speaks dozens of minority languages — Tatar, Bashkir, Udmurt, and even tiny ones like South Yukaghir fewer than 50 speakers. ...
post-cover-22837
  • low-resource-nlp
  • web-scraping
  • data-engineering
  • language-models
2 Reactions 2 Comments
Tom Smithverified • 1 day • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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