Introduction To Docs as Code: Common Challenges and Best Practices.

Mayowa Olatunji (@web3MIO)
9 min readNov 8, 2023

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Source: nordicapis

"Docs as Code” is a methodology that first emerged in response to the challenges faced by software development and technical documentation teams.

Initially, documentation was often managed separately from the code it described. It was typically scattered across multiple platforms, stored in internal wikis or various content management systems. Updates to the actual software and the associated documentation were not always synchronized, often resulting in outdated or inconsistent information.

As software development practices evolved, so did the understanding of the need for better documentation management. Developers, testers, and other project stakeholders recognized the need for organized, easily accessible, and up-to-date documentation. Attempts to address these issues led to the advent of “Docs as Code.”

What Is Docs As Code?

Drawing inspiration from the principles of software development, the “Docs as Code” approach treats documentation like any other piece of code. It places documentation files alongside the source code in a version-controlled repository, facilitating collaboration and information exchange between software developers and technical writers.

By adopting tools used in software development, such as Integrated Development Environments (IDEs), static site generators like Sphinx or Hugo, version control systems like Git, and CI/CD pipelines, the “Docs as Code” methodology enables versioning, comprehensive review processes, automated testing, and frequent synchronization.

Source: miro.medium.com

The team behind GitLab, the web-based DevOps tool, provides a prime example of the “Docs as Code” approach. At GitLab, they apply this workflow to document their product using the very same GitLab platform. Developers draft the initial content about new features, and technical writers further enhance this initial draft. Documentation updates, alongside their associated code changes, are maintained under version control systems.

The “Docs as Code” movement, therefore, is a transformative approach that has revolutionized the synchronization of software development and technical writing, making the information more reliable, accessible, and up-to-date. It’s a testament to the continuing evolution of best practices in the field, guided by the specific needs and challenges of the industry.

The Significance of Docs as Code.

The significance of Docs as Code extends beyond the realm of technical documentation. It represents a pivotal shift in the way we bridge the gap between developers and end-users. With the collaborative nature of Docs as Code, developers, and technical writers work closely to produce documentation that not only explains how software works but is also user-friendly and continuously updated. This approach enhances the user experience, boosts software adoption, and fosters a culture of knowledge sharing within development teams.

Prerequisite: This guide is aimed at those who are already familiar with version control in technical documentation and wish to delve deeper into best practices associated with Docs as Code.

Docs as Code Principles & Key Components

To effectively grasp the concept of Docs as Code, it’s essential to familiarize yourself with its core principles and key components. These principles and components underpin the methodology, guiding its implementation and influencing its impact on documentation quality and collaboration.

1. Version Control Integration:

Just as software code is tracked and managed using version control systems like Git, Docs as Code embraces the same approach. All documentation content is stored within a version control repository, enabling tracking of changes, collaboration among contributors, and historical documentation snapshots.

2. Lightweight Markup Languages:

Docs as Code often employs lightweight markup languages, such as Markdown or AsciiDoc. These human-readable formats make it easy for authors to write and collaborate on documentation content. They can be effortlessly converted into various output formats, like HTML and PDF, using static site generators.

3. Automation and Continuous Integration:

Automation plays a crucial role in Docs as Code. Automation tools, including static site generators and CI/CD pipelines, are utilized to generate, update, and deploy documentation. This automation ensures that documentation is always up-to-date and accurately reflects the state of the associated software.

4. Documentation as Part of the Development Process:

Docs as Code integrates documentation creation into the software development process. Technical writers work closely with developers, making sure that documentation evolves in parallel with code changes. This synchronization ensures that users have access to documentation that’s relevant to the software version they are using.

5. Static Site Generators (SSG):

SSGs convert markup language files into web-ready formats (e.g., HTML) and facilitate documentation publication. SSGs streamline the process of creating a cohesive, user-friendly, and easily navigable documentation website.

6. Documentation as Part of the Development Process:

Docs as Code integrates documentation writing into the software development process. Developers and technical writers work closely to ensure that documentation reflects the current state of the software.

7. Reusability:

Docs as Code promotes the reuse of documentation components, such as code examples, diagrams, and explanations, across different parts of the documentation.

8. Documentation Testing:

Just as code is tested, documentation can also be tested for accuracy and completeness. Automated testing tools can check for broken links, outdated information, and other issues.

9. Collaboration Workflows:

Collaborative tools like pull requests and code review mechanisms are essential for effective collaboration between technical writers and developers. These workflows enable the review, feedback, and improvement of documentation content.

Implementing Docs-as-Code

Here’s a step-by-step example of the process of creating documentation using the Docs as Code approach.

Choose the Right Static Site Generator (SSG):

  • Select an SSG that aligns with your documentation needs. Popular options like Jekyll, GitBook, Hugo, or Sphinx offer various features and are compatible with different markup languages. Assess your project’s requirements and choose the most suitable one.

Set Up a Version Control Repository:

  • Create a version control repository, typically using Git. This repository will house your documentation source files, enabling version tracking, collaboration, and automation.

Organize Your Documentation Content:

  • Structure your documentation content logically, following a hierarchy that makes sense for your project. Consider using folders and files to categorize topics and sections.

Choose a Markup Language:

  • Opt for a lightweight markup language like Markdown for writing your documentation content. Familiarize yourself with the syntax and conventions of the chosen language. Tools like Visual Studio Code, Atom, and others offer features and extensions tailored for Markdown and other markup languages. These can streamline the writing process.

Customize Your SSG:

  • Configure the selected SSG to meet your documentation’s specific needs. Set up the theme, navigation, and any additional settings to achieve the desired look and functionality.

Write Your Documentation Content:

  • Begin writing your documentation using the chosen markup language. Create clear and concise explanations, code examples, and visuals as needed.

Automate the Build Process:

  • Set up automation to generate your documentation. Use the SSG’s build command to create the HTML or other output formats automatically.

Review and Test:

  • Thoroughly review the generated documentation to ensure that it’s accurate and visually appealing. Test the navigation, links, and functionality to verify a seamless user experience.

Publish Your Documentation:

  • Make your documentation accessible to your target audience. Host it on a web server, integrate it into your application, or publish it on a documentation platform.

Continuous Integration and Deployment (CI/CD) Pipelines:

  • CI/CD pipelines automate the build and deployment of your documentation. Popular CI/CD platforms include Jenkins, Travis CI, CircleCI, and GitHub Actions.

Common Challenges in Docs as Code

Embracing the Docs as Code methodology presents numerous advantages, but it also brings its share of challenges. These challenges, when understood and addressed effectively, can lead to a more streamlined and successful implementation.

A. Documentation Drift

Reasons for Drift:

One of the primary challenges in the world of Docs as Code is the phenomenon known as “documentation drift.” Documentation drift occurs when the documentation falls out of sync with the rapidly evolving software it describes. Several factors contribute to this drift. Continuous development iterations, frequent software updates, and evolving user needs can all introduce discrepancies between the documentation and the software. This drift not only impacts the user experience but can also lead to confusion and frustration among users relying on outdated information.

Maintaining Consistency

Maintaining consistency in documentation is a perpetual challenge. In collaborative settings where multiple authors and contributors are involved, ensuring that the documentation adheres to a consistent style, formatting, and terminology can be challenging. The absence of consistent guidelines can result in variations in writing style and structure, making the documentation appear disjointed and less professional.

B. Challenges in Collaborative Environments

Collaboration is one of the cornerstones of Docs as Code, but it can also introduce challenges. In collaborative environments, multiple individuals, including technical writers and developers, often work together to produce and update documentation. These collaborations can lead to variations in writing styles and formatting, making it challenging to maintain a uniform and cohesive documentation voice. Additionally, coordinating efforts and ensuring that every contributor aligns with documentation goals can be a complex task.

The Role of Style Guides

To address the challenge of consistency, style guides play a vital role. Style guides define the formatting, writing conventions, and structural guidelines for documentation content. They serve as a reference point for all contributors, providing a clear set of rules and standards that maintain a uniform appearance and voice throughout the documentation. Style guides are crucial in collaborative settings, as they facilitate clarity and cohesion among contributors and help mitigate the risk of inconsistencies.

Docs as Code Best Practices:

Photo by Anne Nygård on Unsplash

The successful implementation of Docs as Code relies on a set of best practices that ensure the quality, accuracy, and collaboration within your documentation workflow. These practices span various aspects of the documentation process and are pivotal in enhancing the user experience.

Automation is a bedrock of Docs as Code and two key elements drive this practice: CI/CD pipelines and real-time monitoring. Continuous Integration and Continuous Deployment (CI/CD) pipelines automate the process of updating and deploying documentation whenever code changes occur. This real-time synchronization ensures that documentation remains up-to-date and aligned with the latest software features and changes.

Real-time monitoring, on the other hand, takes a proactive approach, automatically detecting and addressing any discrepancies between the documentation and the codebase. This constant feedback loop is an effective strategy to maintain documentation accuracy in real time, eliminating the risks of documentation drift and keeping your users well-informed.

Secondly, to maintain a consistent and professional appearance in your documentation, style guides and templates are paramount. Style guides define the formatting, writing conventions, and structural guidelines for your documentation. Whether it’s the use of headings, code snippets, or terminology, adhering to style guides ensures a unified and polished presentation. In collaborative settings, style guides and templates become even more crucial as they help maintain a cohesive voice and appearance throughout the documentation, acting as a reference point for all contributors regardless of their role.

Automated testing tools play a vital role in quality control. They scan your documentation for issues such as broken links, outdated references, and formatting inconsistencies. By identifying and flagging these problems, these tools help you deliver a smoother and more reliable user experience. What’s even more valuable is that automated testing detects issues early in the documentation creation process, preventing inaccuracies from reaching the end-users. This early issue identification minimizes the need for manual corrections and preserves the integrity of your documentation.

Lastly, collaboration is the linchpin of Docs as Code, bridging the gap between technical writers and developers. Collaborative tools, such as Git pull requests and code review mechanisms, facilitate seamless communication and cooperation between these two critical roles. This interaction ensures that documentation remains accurate and aligns with code changes, providing end-users with information that reflects the current state of the software.

Moreover, collaboration isn’t solely about editing; it’s also about efficient knowledge transfer. Through this close partnership, technical writers gain a deeper understanding of the software while developers acquire insights into the nuances of compelling documentation. This shared knowledge results in documentation that is not only accurate but also user-friendly, aligning the efforts of both teams to deliver a superior user experience.

Conclusion

By embracing and implementing these best practices, you’ll establish a robust foundation for your Docs as Code approach. Your documentation will remain up-to-date, consistent, and user-centric and foster a culture of collaboration and mutual understanding between technical writers and developers.

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