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Testing As Code Confidence

AJ Zane

Software Engineering Manager at Measurabl

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Testing: Aligning Code with Business Intentions

"Testing serves as meta documentation, translating the software’s business objectives into a language that even robots understand."

"By testing thoughtfully and comprehensively, developers create software that stands as a testament to their coding prowess while seamlessly fulfilling business needs."

When it comes to testing, developers often view it as a chore, merely confirming that code works. However, this perspective misses the true essence of testing. Testing is not just about ensuring that code functions as intended; it serves as a bridge between business objectives and developer execution.

Tests should not be focused on arbitrary code coverage percentages or validating trivial functionalities. Instead, they should safeguard the software, ensuring it aligns with the intended purpose. Whether it's JavaScript, C#, or code for a dishwasher, tests act as a nexus point between business needs and code implementation.

Effective testing goes beyond a numbers game. It involves testing the right aspects at the right time to serve business goals. For example, if a user path is tested using real data and passes through the system to verify the output, there may not be a need for 100% frontend unit test coverage. Confidence in the system's holistic functionality should reflect in the testing infrastructure.

A diverse set of tests, including unit and integration tests, along with tools to monitor APIs and perform nightly end-to-end checks, is commendable. This multifaceted testing approach validates that the system functions correctly under realistic conditions, not just the ones focused on edge cases.

Contrary to common misconception, tests are not meant to prove that code is "good." Instead, they serve as meta documentation, translating business objectives into a language that even robots understand. Tests provide evidence that the code fulfills its purpose and offer confidence that development efforts are focused on the right business domains.

In conclusion, testing is not a mere box-checking exercise. It's a dynamic process that aligns code with business intentions, replaces manual verification with automated confidence, and communicates business requirements across the development team. By testing thoughtfully and comprehensively, developers create software that stands as a testament to their coding prowess while seamlessly fulfilling business needs.

The next time you're writing tests, focus on the confidence you gain in the code you're shipping, rather than just ticking checkboxes for pull request approval.


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AJ Zane

Software Engineering Manager at Measurabl


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