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The Code Is the Documentation; a Paradox That Rings True by@junglerider
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The Code Is the Documentation; a Paradox That Rings True

by Thomas KnierimJanuary 30th, 2023
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The code base is the ultimate source of truth. It is referenced in case of doubt, when a question is either too detailed or if the documentation is out-of-date. The code provides insight where no other method of reference is available. In an ideal world, code doesn’t need additional documentation because it is so clear.
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The first time I heard someone saying: “the code is the documentation”, I thought it sounded completely wrong, like a lazy excuse for not producing documentation. However, it kept me thinking and I realized that there is also truth in this statement. Its paradoxical quality makes it a proper mantra for agile practitioners, as it expresses a fundamental agile value:


working software over comprehensive documentation.


Before going into the details, I ought to dismiss the notion that agile developers don’t write documentation or that they disregard its worth. Nope. We still produce documentation. However, we also apply the following principle to it:


Simplicity, the art of maximizing the amount of work not done, is essential.


It is expedient to minimize documentation by adhering to practices that reduce the need for it. In agile development, documentation takes on the role of accessory parts whereas the primary attention is given to the code base. Or more succinctly:


"Truth can only be found in one place: the code." (Robert C. Martin, Clean Code)


The code base is the ultimate source of truth. It is referenced in case of doubt, when a question is either too detailed or if the documentation is out-of-date. The code provides insight where no other method of reference is available. With this in mind, it is evident that code should be written in a way that is well-structured and understandable.


Self-documenting code reduces or disposes of the need for external documentation. Knowledge is represented in a single artefact and there is no need to synchronize multiple sources. Unfortunately, most real-world code bases do not have these ideal qualities. There could be many reasons for that, but the most common reason is that software entropy has taken its toll over time and that too little attention was paid to refactoring.


So, code quality, self-documenting code, and continuous refactoring go hand in hand. It is important to understand that the highest code quality is achieved through conceptual clarity. Conceptual clarity comes from good naming and good structure. This is by far more important than coding style, naming conventions, formatting, and other external features, although the latter do of course contribute to code quality. Naming and structure cannot be tested automatically. Unlike code style, conventions, and formatting, they require human perception and intelligence. This is one more reason to adopt practices such as code reviews and pair programming.


Coming back to “the code is the documentation”, I think the best way to understand this phrase is as an abstract ideal that ought to be worked towards. In an ideal world, code doesn’t need additional documentation, because it is so clear that it can be read easily and understood by anyone without any prior knowledge. It answers all questions that might arise about the software. It clarifies the intentions of the programmer and it is therefore also easy to maintain and change.


Obviously, this is really difficult to achieve in the real world, especially across a large code base, but self-documenting properties are quite likely the best measure of code quality.



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