The significance of testing in scientific software development cannot be overstated. Rigorous testing, spanning various types and granularities, serves as a critical safeguard against errors, ensures the intended functionality of the code, and contributes to the overall reliability of software systems. This article explores different testing types, scales, and tools, emphasizing the synergy between various testing frameworks and tools.