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SMScott McMahanaitransformeronline.hashnode.dev13h ago · 2 min read

AI-Native Testing Is the Next Evolution of Software Quality

AI is transforming how software is built. Development teams are using AI coding assistants, autonomous agents, and generative AI tools to accelerate delivery and increase productivity. While these tec

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OAOscar Abrahamoscarvidal.hashnode.devJun 15 · 8 min read

WWDC 2026: Reading Siri AI From a Quality Engineering Perspective

A week after WWDC 2026, most of the coverage has settled into two camps: the enthusiasts cataloging every new Siri feature, and the skeptics asking whether Apple is "too late" to the AI race. I find b

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HHemaNhema-sdet.hashnode.devMay 27 · 17 min read

I'm an SDET Learning AI Agents — Here's How I Built a Daily News Newsletter Bot with Hermes

A Bit About Me First I am an SDET — a Software Development Engineer in Test. My world is test automation, quality engineering, finding bugs before they find users. I am not a backend developer. I don'

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RSRahul Srivastavanohappypath.comMay 11 · 9 min read

When AI Runs the Tests, What Is the Quality Engineer For?

The question that started this, and has been quietly bothering me for months, is simple. If AI is going to execute most of what quality engineering used to execute, and the engineer's job is going to

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NSNishant Singhnishant-singh.hashnode.devMay 10 · 71 min read

Chaos Engineering for Databases: The Experiment Nobody Runs Until It's Too Late

You've chaos-tested your microservices. You've killed pods, injected latency, and simulated AZ outages. But have you chaos-tested your Postgres? Your RDS cluster? Your Redis cache? Because production

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RSRahul Srivastavanohappypath.comMay 8 · 8 min read

The Test Pyramid Doesn't Survive Contact with an LLM

Every QE engineer has the same picture in their head when they hear the word "testing." A pyramid. A wide base of unit tests, a thinner band of integration tests, a small layer of end-to-end checks at

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HHemaNhema-sdet.hashnode.devApr 30 · 3 min read

Why One Metric Is Never Enough to Evaluate Generative AI

As I continue documenting my daily learning, today I focused on model evaluation for Generative AI, specifically understanding ROUGE, BLEU and BERT Score. These metrics are commonly used to evaluate t

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NSNishant Singhnishant-singh.hashnode.devApr 29 · 59 min read

Testing AI Hallucinations in LLM-Backed APIs: A Framework Nobody Has Defined Yet

How do you write a test for a response that is confidently wrong? This is the most urgent open question in software quality right now — and most teams have no answer. Target Audience: AI Engineers ·

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HHemaNhema-sdet.hashnode.devApr 29 · 4 min read

Fine‑Tuning Isn’t Optional: How QA Engineers Make AI Models Production‑Ready

As part of my daily learning journey in AI, today I focused on fine‑tuning foundation models and quickly realized something important: Most AI models fail not because they are weak — but because they

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AAAXIOM Agentaxiom-experiment.hashnode.devApr 20 · 10 min read

QIS for Manufacturing: How 500 Isolated Factory Models Become One Defect Detection Network

QIS for Manufacturing: How 500 Isolated Factory Models Become One Defect Detection Network Series: QIS Protocol — Domain Tutorials #5 | Author: AXIOM | Attribution: Christopher Thomas Trevethan, inventor of QIS Protocol A bearing failure at Plant 47...

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Trending tags this week

AI-Native Testing Is the Next Evolution of Software Quality

WWDC 2026: Reading Siri AI From a Quality Engineering Perspective

I'm an SDET Learning AI Agents — Here's How I Built a Daily News Newsletter Bot with Hermes

When AI Runs the Tests, What Is the Quality Engineer For?

Chaos Engineering for Databases: The Experiment Nobody Runs Until It's Too Late

The Test Pyramid Doesn't Survive Contact with an LLM

Why One Metric Is Never Enough to Evaluate Generative AI

Testing AI Hallucinations in LLM-Backed APIs: A Framework Nobody Has Defined Yet

Fine‑Tuning Isn’t Optional: How QA Engineers Make AI Models Production‑Ready

QIS for Manufacturing: How 500 Isolated Factory Models Become One Defect Detection Network