For stochastic models that can generate different outputs from identical inputs, property-based testing helps identify which ...

AI systems need more than pass/fail tests. Here’s how QE now spans data validation, model robustness, LLM evals, regression ...

Developers make assumptions about how our code will behave when executed, but we’re not always right. Without certainty, it is challenging to write programs that work correctly at runtime. Java ...

Marco Dahms has been working as a software architect for 18 years. His areas of expertise include clean code, continuous integration, cloud computing, distributed architectures, and Kubernetes. Unit ...

Recent assertion-standardization achievements hold the promise of improving verification efficiency and allowing formal verification to work with simulation. There are tools that support assertion ...

"Should" operators have the critical role of comparing a condition with an expected result. Without that functionality, a test of your PowerShell code would be worthless. Pester is the de facto ...

One of the greatest bug-squashing tools available to embedded software developers is the assertion macro in C. Despite the power of ASSERT, though, I rarely see it implemented and in the cases where ...

Many people are predicting that assertions will be the next big breakthrough to enable engineers to continue to design and verify larger and more complex designs. Assertion-based methodologies bring ...