{"slug": "a-green-pipeline-means-nothing-if-your-test-suite-is-written-to-validate-its-own", "title": "A green pipeline means nothing if your test suite is written to validate its own hallucinations.", "summary": "Engineer Syed Ahmed Mohi Uddin Hasan argues that AI-generated code should not be validated by AI-written tests, as this creates a false sense of correctness. He advocates for a spec-first test-driven development approach to ensure AI engineering produces reliable software.", "body_md": "The AI Test Illusion\nSyed Ahmed Mohi Uddin Hasan\nSyed Ahmed Mohi Uddin Hasan\nSyed Ahmed Mohi Uddin Hasan\nFollow\nAug 15\nThe AI Test Illusion\n#\nai\n#\nprogramming\n#\nwebdev\n#\nproductivity\n1\nreaction\nAdd Comment\n2 min read", "url": "https://wpnews.pro/news/a-green-pipeline-means-nothing-if-your-test-suite-is-written-to-validate-its-own", "canonical_source": "https://dev.to/syedahmedx3/a-green-pipeline-means-nothing-if-your-test-suite-is-written-to-validate-its-own-hallucinations-50l", "published_at": "2026-08-15 08:05:54+00:00", "updated_at": "2026-08-15 09:11:57.039316+00:00", "lang": "en", "topics": ["artificial-intelligence", "developer-tools"], "entities": ["Syed Ahmed Mohi Uddin Hasan"], "alternates": {"html": "https://wpnews.pro/news/a-green-pipeline-means-nothing-if-your-test-suite-is-written-to-validate-its-own", "markdown": "https://wpnews.pro/news/a-green-pipeline-means-nothing-if-your-test-suite-is-written-to-validate-its-own.md", "text": "https://wpnews.pro/news/a-green-pipeline-means-nothing-if-your-test-suite-is-written-to-validate-its-own.txt", "jsonld": "https://wpnews.pro/news/a-green-pipeline-means-nothing-if-your-test-suite-is-written-to-validate-its-own.jsonld"}}