Testing AI applications can feel unpredictable. You might run the same prompt twice and get two different, valid answers, which raises the question: how do you build reliable automated tests for that? AI app testing is a modern challenge. If… Continue Reading…

One of the questions I always get asked for recommendations on, is moving from one framework to another—or even one language to another. When you’re already invested in some infrastructure, moving to a new one is, let’s say, risky. Not… Continue Reading…

You know what the T in GPT stands for? Transformation. And what is refactoring if not transformation? Refactoring is changing the code, without changing the functionality. And I don’t know if you’ve tried AI code refacotring yet, but it’s a… Continue Reading…

The cool thing about testing is the learning. In the world of API test automation, some of us are excited to learn that the system actually does what it needs to. Some of us are excited when we find a… Continue Reading…

We all know we can’t automate something that we haven’t run manually. It could be a set of APIs that we need to call in sequence, copying IDs from response to request bodies. It could be filling forms and seeing… Continue Reading…

If you’re in the world of API testing, and even if you’re not, it’s very clear what you need to test. The cool thing about APIs is that they are well-defined. REST APIs or GraphQL have schemas based on HTTP.… Continue Reading…

Let’s talk about Test Idea Generation You know what’s good about AI? Well, at least for our purpose: overcoming tester’s block. Major LLMs, like Claude or ChatGPT, are trained on all kinds of data out there. A lot of the… Continue Reading…

Welcome back to my “…with AI” series! In this latest session, we’re diving deep into a topic every developer grapples with: unit testing. But we’re giving it a 21st-century spin by bringing AI into the mix. We’ll explore how AI-powered… Continue Reading…

Let’s talk about AI and testing. And not just because everybody does. Let’s talk about what we never have enough. Time. No matter what we do, we’ve got more work than we have time. So we try to save time.… Continue Reading…

Once more, I’ve returned to DevGeekWeek, and I gave a whole seminar on Shift Left. Which shifted to AI pretty quickly We’ve discussed what is left, and what is right. This was as mixed audiecne of developers and testers, and… Continue Reading…