The Network Unit Testing System or "nuts" in short draws on the concept of unit tests, known from the domain of programming, and applies it to the domain of networking. One major difference between ...

Building production-ready solutions with agentic AI comes with inherent risks. When agents make mistakes or hallucinate, the potential impacts can multiply rapidly. “It turns out that it’s very easy ...

GitHub Copilot testing for .NET in Visual Studio 2026 v18.3 can generate tests for the xUnit, NUnit, and MSTest test frameworks. Microsoft has made GitHub Copilot testing for .NET, a new capability in ...

Abstract: Automated test case generation reduces the manual effort of software testing, particularly for dynamic languages like Python. This study compares three transformer-based models-CodeT5, ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Erik Steiger discusses the operational pain ...

Automating code testing has become integral to software development, ensuring that applications are reliable, bug-free, and efficient. Python, one of the most widely used programming languages, boasts ...

Sigh… your code won’t compile… again. Good news, though: we’re in the golden age of AI, and sifting through lines of code for that pesky error doesn’t have ...

Artificial intelligence can be a huge help to humans writing unit testing scripts. Software development is a creative endeavor, but it can be filled with tedious tasks. Most mundane of all is writing ...

AI struggles to generate accurate unit tests, with success rates as low as 29%. Despite high code generation success, AI's test accuracy for Java and Python is critically flawed. Automated test ...

Automatic for the people. JetBrains’ survey shows that the number of organizations where more than half of QA professionals do only manual testing is just 27%. Organizations are becoming better ...