cd /news/artificial-intelligence/a-green-pipeline-means-nothing-if-yo… · home › topics › artificial-intelligence › article
[ARTICLE · art-97804] src=dev.to ↗ pub= topic=artificial-intelligence verified=true sentiment=· neutral

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 views1 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

#

ai

#

programming

#

webdev

#

productivity 1 reaction Add Comment 2 min read

source & further reading
dev.to — original article The Writing Problem That Wasn’t Really a Writing Problem Portfolio Website Architecture for Dummies A Secure and Efficient Image Encryption Scheme Based on Chaotic Systems
── more in #artificial-intelligence 4 stories · sorted by recency
── more on @syed ahmed mohi uddin hasan 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
→ Live at https://your-agent.zahid.host ✓
Get free account → Pricing
from €0/mo · no card required
LIVE [news/a-green-pipeline-mea…] indexed:0 read:1min 2026-08-15 · —