Let’s talk about AI responses. You ask your genie a question, you get an answer. But is it a good answer? How do we evaluate a response that isn’t deterministic, isn’t repeatable, and might have some nuance? LLM answers are… Continue Reading…

Let’s talk about that test. The one that’s always flaky. The one that takes twenty minutes to run and fails for a different reason every time. Your first instinct is to blame the test. Maybe the locator is wrong, maybe… Continue Reading…

Let’s talk about the new math of the AI revolution. The promise is simple and seductive: your developers can now deliver five times faster. Your CEO loves it. Your product managers are ecstatic. The whole company is high on the… Continue Reading…

Let’s talk about our new AI assistants (soon to be overlords). After all, AI in software testing is all about help. Everyone’s excited about the promise: they can boost our productivity, generate tests, and free us to do the real… Continue Reading…

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…