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tech 17 July 2026

README, not really: Navigating Code "Slop"

Explore why a READMENOT file might be the solution to clearly indicate the intentions behind 'slop' code. Learn how this practice could transform open source project management and enhance collaboration in software development.

Article inspired by the original source
README, not ↗ blog.yossarian.net

Introduction

In a world where source code is frequently shared, understanding the intentions behind a project can be crucial to saving time and resources. The idea of creating a "READMENOT" file to clearly indicate that the code is not intended for direct human consumption could be a game-changer. But what exactly is "slop" and why is it necessary to distinguish it?

What is "Slop"?

In the context of software development, "slop" refers to code that is not written to be read or maintained by humans. This can include automatically generated scripts, quickly assembled personal projects to solve a one-time problem, or messy and poorly documented code. In 2026, the continuous improvement of language models like LLMs (Large Language Models) makes the distinction between "slop" code and clean code increasingly blurry.

Why a READMENOT File?

A standard README file serves as a guide for users to understand how to navigate a project. However, it does not always suffice to signal that a code is "sloppy" and not meant to be directly analyzed by humans. A READMENOT file could warn developers and potential users that the code is better interpreted by machines or is simply "disposable." This would prevent the frustration of encountering code not designed for manual comprehension.

Benefits for the Open Source Community

Implementing a READMENOT file could revolutionize how open-source projects are shared and utilized. In 2025, GitHub hosted over 200 million repositories, a number that continues to grow. By clearly indicating the intentions behind a project, contributors could better manage their expectations and choose projects that match their skills and interests.

Impact on Software Development

Developers spend an average of 20 to 30% of their time reading and understanding code. By clarifying expectations upfront with a READMENOT file, this time could be significantly reduced. Teams could also better focus on projects that require human engagement, leaving machines to handle the "slop."

How to Implement a READMENOT File

Implementing a READMENOT file could be as simple as a text file containing a concise explanation of the project's intentions. For example:

``plaintext Warning! This project is not intended for direct human consumption. You may wish to use an LLM or another tool to interact automatically with this project. ``

Conclusion

A READMENOT file could become an essential tool for navigating the vast ocean of code available online. By enabling developers to better understand the intentions behind a project, it can transform how we collaborate and share code.

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