{
  "id": 14631560,
  "title": "Is a scraper that works on ten test pages really ready for production? The first version usually is, until bigger datasets bring errors, missing records, and duplicates. This article shows how to design for failures and recovery instead.",
  "url": "https://urgent.news/2026/10/15/is-a-scraper-that-works-on-ten-test-pages-really-ready-for-production",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-10-15T06:43:25.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/elsie-rainee/is-a-scraper-that-works-on-ten-test-pages-really-ready-for-production-the-first-version-usually-4nme"
  },
  "original_language": "en",
  "account": null,
  "summary": "How I Built a Web Scraper That Doesn’t Break in Production Alina Shah Alina Shah Alina Shah Follow Oct 14 How I Built a Web Scraper That Doesn’t Break in Production # discuss # webscraping # productivity",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}