Is AI going to replace Technical Writers? Living Documentation as a case Study

I am continuing my research and finding out about various styles and tools for documentation.
Improving my documentation skills is important for me as a technical writer and documentation engineer to grow professionally.
One of the most significant challenges developers, technical writers, and stakeholders face is Keeping up with documentation. Especially one that is both current and relevant.
Sometimes, documentation has been seen as lagging behind code updates. This has often led to discrepancies and outdated information that either confuses users or hinders productivity.
To combat this, living documentation became a thing.
The question of whether advancements in AI and Living Documentation would make technical writers or documentation specialists become obsolete is exactly what this article looks to answer.

Table of Contents

 1. What is Living Documentation?
 2. Four Every Technical Writer Should Know About Living Documentation
 3. How Does Living Documentation Work?
 4. DocOps And Living Documentation
 5. Why Should Technical Writers Learn Living Documentation?
 6. How To Implement Living Documentation In Your Workflow
 7. Some Challenges of Living Documentation
 8. The Future of Technical Writing with Living Documentation
 9. Conclusion

What is Living Documentation?

Living documentation refers to documentation that evolves in real-time as the codebase changes.
Think of it like this: you know how developers are told to thoroughly document their code? The documentation is built from that thorough documenting.
There are tools available that build documentation from code comments and annotations.
This will be explained as we go further down the article.
Unlike traditional documentation, which requires manual updates, living documentation is generated or updated through automation, making it consistently aligned with the software it describes.

Four Things Every Tech Writer Should Know About Living Documentation

1. Dynamic Updates: Documentation is automatically updated in sync with code changes, reflecting the latest features, configurations, and behavior.

2. Code-Driven: Documentation is generated directly from the codebase or accompanying metadata, ensuring accuracy and relevance.

3. Contextual: Living documentation is context-sensitive, providing insights tailored to the specific environment or configuration in which the software is running.

4. Accessible and Discoverable: It is easily accessible within the development environment, and integrated into the tools and workflows that developers and stakeholders already use.

How Does Living Documentation Work?

Living documentation can be implemented using several approaches, depending on the specific needs of the project:

• Automated Documentation Generators: Tools like Swagger for APIs, Javadoc for Java, and Sphinx for Python automatically generate documentation based on code annotations, comments, or metadata.

• Code Annotations and Comments: Developers annotate code with detailed comments, which are then parsed by tools to generate documentation that is directly tied to the code itself.

• Integrated Development Environments (IDEs): Living documentation can be accessed directly within the development environment, providing real-time information as developers work on the code.

• Continuous Integration (CI) Pipelines: Documentation is updated and deployed automatically as part of the CI process, ensuring that the latest version is always available.

DocOps And Living Documentation

DocOps, or Documentation Operations, enables living documentation by automating the processes that keep documentation in sync with code. DocOps integrates documentation into the CI/CD pipeline, ensuring that documentation is continuously updated as code changes. This level of automation is essential for creating documentation that truly “lives” alongside the software.

For example, when a new feature is added, the DocOps pipeline, already created, champions an update to the relevant documentation, including details about the feature, how it works, and how to use it.

Why Should Technical Writers Learn Living Documentation?

1. Always Up-to-Date: One of the most significant advantages of living documentation is that it is always current. Since it is directly tied to the code, any change in the codebase is immediately reflected in the documentation.

2. Reduced Maintenance Effort: By automating the process of updating documentation, teams spend less time manually revising and maintaining content, allowing them to focus on fully developing the documentation and strategic tasks.

3. Improved Developer Experience: Developers have access to accurate, relevant documentation within their development environment, reducing friction and speeding up development processes.

4. Consistency Across Environments: Living documentation is context-aware, providing information that is tailored to the specific environment in which the software is deployed, ensuring consistency across different setups.

5. Enhanced Collaboration: By integrating documentation into the development pipeline, living documentation encourages collaboration between developers, technical writers, and operations teams. Everyone works from the same source of truth, reducing confusion and enhancing communication.

How To Implement Living Documentation In Your Workflow

For teams or individuals looking to implement living documentation, here are some key practices to consider:

1. Use the Right Tools: Choose documentation tools that integrate seamlessly with your development environment and CI pipeline. Examples include Doxygen depending on the language and platform.

2. Annotate Code Thoroughly: Ensure that developers understand the importance of clear, informative comments and annotations in the code, as these drive the generation of accurate documentation.

3. Integrate Documentation into CI/CD Pipelines: Set up automated workflows that build, test, and deploy documentation alongside the code. This ensures that the latest version of the documentation is always available.

4. Keep Documentation Contextual: Tailor documentation to specific environments, versions, or configurations to provide the most relevant information to users.

5. Regularly Review Generated Documentation: While living documentation is automated, it’s still necessary to review it for accuracy, readability, and completeness.

Some Challenges of Living Documentation

While living documentation offers numerous benefits, it also comes with challenges:

• Tool Complexity: Implementing living documentation requires specialized tools and integrations that may add complexity to your development environment.

• Initial Setup: Setting up living documentation requires time and effort, especially when integrating it into existing workflows.

• Content Quality: Automatically generated documentation can sometimes be overly technical or lack user-friendly explanations. Balancing automation with readability is key.

The Future of Technical Writing with Living Documentation

For technical writers, living documentation brings both challenges and opportunities. Writers will need to adapt by becoming more proficient with developer tools, CI pipelines, and automation. At the same time, living documentation allows writers to focus more on crafting high-quality content that enhances the automatically generated material, ensuring that documentation remains both technically accurate and user-friendly. So, you see, no need for alarm.

Conclusion

Living documentation is more than just a buzzword—it’s a practical approach to keeping documentation aligned with the rapid pace of modern software development. Living documentation bridges the gap between code and content by automating updates, integrating documentation into the development pipeline, and fostering collaboration across teams.

Let's connect on LinkedIn❤
This article was written with the help of chatGPT.