testing

You were promised speed. You got a new job instead.

You know the feature inside out. You have tested it, broken it, rebuilt the test suite around it twice. So you ask the AI to generate a few test cases. Save yourself twenty minutes. What comes back looks reasonable. The structure is right. The naming conventions are close enough. Then you start reading. The first

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Why the bottleneck was never just about thinking

I’ve been seeing a lot of posts on LinkedIn recently that make the same claim: speed of writing code was never the bottleneck in software engineering. The real bottleneck was always thinking, choosing the right thing to build, understanding the problem. AI has just made that painfully obvious. I partly agree, but the framing is

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Review as analysis, not authority, when working with AI

Every time the topic of using AI for code reviews comes up, someone will eventually say that it is like letting the AI mark its own homework. It sounds clever. It also sounds responsible. Underneath it sits a familiar discomfort about oversight, trust, and professional judgement. As an analogy, it points attention away from the

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Why the Experimenter’s Mindset Outlasts Automation in Software Testing

The experimenter’s mindset beats the automation mindset A few months ago, someone at a conference asked me whether I thought testers would still have jobs in five years. It wasn’t a joke. You could hear the anxiety in the room, because the arrival of generative AI has reignited a very old fear in our industry:

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A robot hand and a human hand on the left are reaching for each other in front of a teal background.

From Gatekeeper to Guide: Why Emotions Matter in Quality Engineering

“What do feelings have to do with quality assurance?” This question emerged from a question on LinkedIn I posted this week, asking QA engineers what feels worse: finding a critical bug right before release, or being known as the person who always blocks releases. While the post generated significant engagement, what truly caught my attention

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