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A green pipeline means nothing if your test suite is written to validate its own hallucinations.

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.

read1 min views19 publishedAug 15, 2026

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

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ai

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programming

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webdev

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productivity 1 reaction Add Comment 2 min read

source & further reading
dev.to — original article How to Transcribe Audio in Multiple Languages on Your Android Phone (No Internet Required) What Makes LLM Testing Different? Foundry IQ: Inside the Managed Knowledge Layer That Turns RAG Into an Agent Tool Call
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