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tech 25 June 2026

You Can't Unit Test for Taste

In product development, automation and unit testing are crucial. But when it comes to taste and design, subjectivity prevails. Discover why intuition remains irreplaceable.

Article inspired by the original source
You can't unit test for taste ↗ dev.karltryggvason.com

The Importance of Unit Testing in Development

In modern software development, unit testing has become a fundamental building block. They ensure that each function or module of an application works correctly and can be integrated seamlessly into a larger whole. A good unit test can catch bugs, prevent regressions, and ultimately save time and resources.

However, as powerful as they are, unit tests can't cover everything. And one of the most elusive aspects they can't comprehend is taste. But what does that truly mean?

Taste: A Matter of Perception and Subjectivity

Imagine you're developing an application that requires a sleek design and engaging user experience. While unit tests can validate the functionality of your code, they can't appreciate the beauty of a user interface or the feeling it evokes in its users.

Take the example of the "In the Long Run" app mentioned by Karl Tryggvason, which allows runners to track their progress on interactive maps. While the accuracy of the data can be validated by unit tests, the decision to add historical points of interest to enrich the user experience is a matter of taste.

Powerful but Limited Tools

Today, many tools and frameworks facilitate test automation. From Python libraries to infrastructures like DuckDB and Apache Parquet, these solutions simplify data storage and querying. However, even with well-designed pipelines, decisions about what makes an application appealing largely rely on human intuition.

Intuition and Experience as Guides

So, how do you navigate this space where taste and functionality meet? The answer often lies in experience and intuition. Experienced developers know how to integrate design elements that resonate with their target audience.

For example, in Tryggvason's project, while AI was initially considered a primary tool, it ultimately played a supporting role. It was human decisions, guided by experience, that shaped the final user experience.

The Importance of Iteration and Feedback

To compensate for the limits of unit testing in terms of taste, an iterative approach is often necessary. User feedback can offer valuable insights into what works and what doesn't. Integrating this feedback into the development cycle can transform a functional app into a truly engaging experience.

Conclusion

In the end, while technology and automation can take us far, they are just one part of the equation. Considering taste, beauty, and user experience requires a human touch. And it's this touch that makes all the difference.

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