{
  "id": 997946,
  "title": "A green pipeline means nothing if your test suite is written to validate its own hallucinations. Stop letting AI write post-hoc tests for code it just generated. Here is why Spec-First TDD is non-negotiable for AI engineering: 👇 #ai #webdev #programming",
  "url": "https://urgent.news/2026/08/15/a-green-pipeline-means-nothing-if-your-test-suite-is-written-to",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-15T08:05:54.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/syedahmedx3/a-green-pipeline-means-nothing-if-your-test-suite-is-written-to-validate-its-own-hallucinations-50l"
  },
  "original_language": "en",
  "account": null,
  "summary": "The AI Test Illusion Syed Ahmed Mohi Uddin Hasan Syed Ahmed Mohi Uddin Hasan Syed Ahmed Mohi Uddin Hasan Follow Aug 15 The AI Test Illusion # ai # programming # webdev # 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."
}