Tackling the Hidden Costs of Code Complexity, Managing Technical Debt

Sheldon Cohen
3 min readMar 27, 2023

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Tackling the Hidden Costs of Code Complexity, Managing Technical Debt

In the fast-paced world of engineering projects, technical debt is a reality that teams must confront. Similar to financial debt, technical debt occurs when teams choose short-term solutions to meet deadlines or cut corners, which can lead to a complex and harder-to-maintain codebase. Over time, this debt accumulates and can become a significant burden on the project’s success. These are some best practices for managing technical debt, empowering engineering teams to maintain a healthy balance between rapid development and long-term project sustainability. In follow up articles, we’ll go into more detail for each section.

Prioritize and Track Technical Debt

The first step in managing technical debt is to recognize and acknowledge its existence. Develop a process for identifying and categorizing technical debt, such as using code reviews, automated tools, or regular project retrospectives. Prioritize items based on their impact on the project and track them using a backlog or dedicated issue tracker. By keeping a close eye on technical debt, teams can make informed decisions about when and how to address it.

Establish Clear Coding Standards and Guidelines

To prevent technical debt from accumulating, establish clear coding standards and guidelines for your team. These should cover best practices for code organization, naming conventions, documentation, and more. By enforcing these standards, you’ll encourage clean, maintainable code and reduce the likelihood of future debt. Conduct regular code reviews and provide training to ensure everyone on the team is up to date with these best practices.

Allocate Time for Refactoring

Refactoring is the process of improving code without changing its functionality. Allocate time for refactoring in your project schedule to address existing technical debt and improve code maintainability. Encourage team members to refactor as they work, tackling small pieces of technical debt whenever possible. Regular refactoring helps keep code clean and reduces the accumulation of technical debt over time.

Balance Short-Term Gains and Long-Term Consequences

When faced with tight deadlines or resource constraints, teams may be tempted to implement quick fixes or shortcuts. While these solutions may provide short-term gains, they can also lead to long-term technical debt. Weigh the potential consequences of each decision carefully and consider whether the short-term gains are worth the potential long-term costs. Encourage open communication within the team to discuss these trade-offs and make informed decisions.

Create a Culture of Continuous Improvement

Fostering a culture of continuous improvement means embracing the idea that code can always be made better. Encourage team members to view technical debt as an opportunity for growth and learning. This mindset helps promote a proactive approach to identifying and addressing technical debt, ultimately leading to a more sustainable codebase.

Conduct Regular Project Health Assessments

Evaluate the overall health of your project regularly by conducting assessments that include measures of technical debt. This can involve tracking code complexity, test coverage, or the number of open technical debt issues. These assessments can help identify areas of concern and guide decisions on where to focus efforts in reducing technical debt. Share the results of these assessments with the entire team to create transparency and motivate everyone to take ownership of the project’s long-term health.

Involve the Entire Team in Managing Technical Debt

Managing technical debt should be a collective responsibility. Encourage open communication and collaboration within the team to identify, prioritize, and address technical debt. By involving everyone in the process, you create a sense of shared ownership, increasing the likelihood of success in reducing and managing technical debt.

Learn from Past Experiences

Take the time to reflect on past projects and learn from previous experiences with technical debt. Identify the root causes and discuss how to prevent similar issues in the future. Use this knowledge to inform your current and future projects, helping your team continuously improve its approach to managing technical debt.

Conclusion

Managing technical debt is an essential aspect of ensuring long-term success in engineering projects. By prioritizing and tracking technical debt, establishing coding standards, allocating time for refactoring, balancing short-term gains and long-term consequences, and fostering a culture of continuous improvement, teams can reduce the negative impact of technical debt on their projects. Implementing these best practices can lead to a healthier codebase, increased project maintainability, and ultimately, a more successful and sustainable engineering project.

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Sheldon Cohen
Sheldon Cohen

Written by Sheldon Cohen

Technology professional with 15+ years of software development

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