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Software development is moving faster than most testing processes can keep up with. AI coding assistants can generate features, refactor code, build interfaces, and even create entire applications in a fraction of the time traditional development used to require.
Software development has changed dramatically. AI coding assistants can generate features in minutes. Vibe coding platforms can turn a product idea into a working application without a traditional development workflow.
Software is being built faster than ever. AI coding assistants can generate features, write code, fix bugs, refactor applications, and even build complete products from natural-language prompts. Development teams that once needed days or weeks to implement certain changes can now move in hours.
Software testing has always been about one fundamental question: does the software actually work as intended? What has changed is how quickly software is now being built, how complex modern applications have become, and increasingly, who or what is writing the code.
Software testing is changing rapidly. Not long ago, exploratory testing meant a QA engineer opening an application, clicking through workflows manually, trying unusual inputs, navigating unexpected paths, and relying on instinct to uncover issues automated scripts would miss.
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