Technical Debt

by Sagar Joshi
Technical debt results from relying on a short-term solution to a problem at the expense of efficiency in the long run. Learn more about its types.

What is technical debt?

Technical debt results from relying on a short-term solution to a problem at the expense of efficiency in the long run. Its prime drivers are procrastinating, ignoring permanent solutions, or rushing to meet deadlines. 

Ignored issues grow into bigger and more complicated problems that require re-engineering or larger technical efforts than planned. Technical debt can be as small as fixing a bug in a code or as big as transferring information technology (IT) architecture from legacy systems to modern technology. For example, any unaddressed code or architecture issue accumulates technical debt for engineers in the subsequent iteration. 

To prevent this, many technology teams use static code analysis software to find bugs that might add to technical debt.

Types of technical debts

Engineers classify technical debts into two major types. Deliberate technical debt results from consciously not addressing an issue to meet tight deadlines. On the other hand, inadvertent technical debt results from carelessness or simply a lack of awareness. 

This classification goes deeper to list four different categories of technical debt. 

  • Deliberate prudent technical debt refers to purposely accumulating debt because a company has decided to solve known issues in the future and focus on delivering output. This situation is acceptable if the debt is small and the expected outcome value outweighs debt repayment resources.
  • Deliberate reckless technical debt builds when a team intentionally opts for short-term solutions to achieve its end goal by ignoring technical debt indicators, resulting in more complicated issues in the future. 
  • Inadvertent prudent technical debt happens when a business implements the best possible solution available at the time, only to discover errors post-release. This is due to the fast-paced, dynamic nature of rapid innovations. 
  • Inadvertent reckless technical debt is the result of putting a solution into place without realizing its negative impact and consequences. Lack of experience, carelessness, and ignorance of best practices are the main reasons that contribute to inadvertent technical debts.

Technical debt advantages

Technical debt is not always a bad thing. Sometimes, an occasional trade-off between time and quality becomes indispensable for development teams. It only becomes a concern when engineers ignore incurred debt or are unaware of it. 

Surprisingly, a new stream of thought sees technical debt not as a problem but as an opportunity. Proactive monitoring, tracking, and management of technical debt help people evade future catastrophes and get an edge over their competitors. 

Technical debt is helpful in specific critical scenarios that can make or break a business. These include:

  • Early delivery of minimum viable product (MVP) solutions.
  • Proof-of-concept confirmation.
  • Identification and development of a  product or market fit.
  • Faster collection of important feedback.
  • Quick fulfillment of customer needs.

A well-thought decision to take on debt with the availability of enough resources and knowledge to repay in a timely way makes debts essential and beneficial.

Technical debt causes

Companies choose to accumulate technical debt for four main reasons.

  • High pressure to meet deadlines. Businesses can pressure engineers to release within tight or unreasonable deadlines or with a low budget.
  • Context switches. These result from shifting project focus during the development due to outdated technology or a change of plans. 
  • Development causes. Insufficient resources, poor documentation, a lack of testing, sub-optimal coding, or outdated technologies are just some ways development leads to debt. 
  • Human error. They result from a lack of motivation, experience, or communication.

Best practices to reduce technical debts

No fixed templates or frameworks of strategies for reducing technical debt will work for every business. Something that worked for an early-stage startup might not suit a corporate setup. 

However, a few best practices can minimize technical debts.

  • Avoid creating new debts. Cut down on creating new debts and monitor existing technical debts. They should be paid off efficiently and regularly.
  • Track and document. Regular documentation of all debts across all development cycles helps identify areas that require efforts to fix buggy codes. 
  • Hire skilled engineers. The right developers will make sure code quality stays uncompromised. 
  • Automate testing. Use automated software testing tools to maintain the high quality of code. 
  • Create a technical debt team. Build a department to evaluate current technical debts and the feasibility of getting into debt for future opportunities. The team should be the sole authority to make decisions based on their findings.

Technical debt vs. technical investment

In software engineering, technical debt is a tool for discussing trade-offs. It requires users to build something quickly that will be more difficult to maintain down the line. Over time, it costs more to maintain the sloppy infrastructure or code than it would have if it had been built correctly from the start. 

Technical investment is the opposite of technical debt. By making technical investments, users can slow down now and accelerate later. Although it takes a while for teams to get used to the new tool, they will eventually be more productive.

Learn more about static code analysis to identify code errors before execution.

Sagar Joshi
SJ

Sagar Joshi

Sagar Joshi is a former content marketing specialist at G2 in India. He is an engineer with a keen interest in data analytics and cybersecurity. He writes about topics related to them. You can find him reading books, learning a new language, or playing pool in his free time.

Technical Debt Software

This list shows the top software that mention technical debt most on G2.

CodeScan is a plugin for SonarQube and runs over 160 different checks for the quality on the Apex and VisualForce code.

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SonarQube is a code quality and vulnerability solution for development teams that integrates with CI/CD pipelines to ensure the software you produce is secure, reliable, and maintainable.

Embed governance and best practices into your development workflow to build and release functionality quickly, securely, and with greater reliability, enabling your business to innovate and thrive.

The OutSystems AI-powered low-code platform helps you build enterprise-grade, mission-critical software in a fraction of the time. Now you can use low-code and GenAI to improve and accelerate every part of the software development lifecycle.

CircleCI gives you all the benefits of continuous integration with none of the headaches of maintaining it.

NetSuite is a cloud ERP solution, providing a suite of applications, from accounting and financial planning, to warehouse management, ecommerce, inventory management and beyond.

Rapid application portfolio analysis. Automated source code analysis of hundreds of applications in a week for Cloud Readiness, Open Source risks, Resiliency, Agility. Objective software insights combined with qualitative surveys for business context.

Jellyfish is the leading Engineering Management Platform, providing complete visibility into engineering organizations, the work they do, and how they operate. By analyzing engineering signals from Git and Jira, qualitative team feedback, and contextual business data from roadmapping, incident response, HR, calendar, and collaboration tools, Jellyfish enables engineering leaders to align engineering decisions with business initiatives and deliver the right software, efficiently, on time. With Jellyfish, engineering leaders can focus their teams on what matters most to the business, driving strategic decisions and delivering results.

Collaboard brings the whiteboard to remote meetings and workshops. Collaboard is a fresh online whiteboard app and team collaboration solution. It is fun to use and helps teams to be more productive when working remotely. People collaborate in real-time by drawing on the whiteboard, adding sticky notes, documents, images, videos and much more. Collaboard is a Swiss made application with a focus on data security. It is available as a cloud or an on-premises service.

WordPress.com is Automattic's WordPress hosting offering.

Just focus on creating amazing user experiences and forget about complex infrastructure. Use Parse in your app and easily add a powerful cloud database, versatile push notification services, analytics tracking, and more.

UiPath enables business users with no coding skills to design and run robotic process automation

Seismic’s leading sales enablement solution allows marketing teams to personalize content at scale and equips large sales teams with the right content for every interaction, dramatically improving time spent selling and win rates.

A new mindset for test automation. End-to-end. Completely visual. Incredibly powerful.

Swarmia is an engineering productivity platform that gives engineering leaders, managers, and teams the insights they need to see what’s slowing them down and the tools to resolve those blockers. It connects with the platforms your engineering teams are already using: source code hosting, issue tracker, and chat. With Swarmia, you can measure key engineering metrics (like DORA, SPACE, and more) and use use those insights to make gradual changes across productivity, collaboration, and workflow.

The most powerful notification system you'll never build. Knock is flexible, reliable notifications infrastructure that's built to scale with you. Use our APIs to engage users, power cross-channel workflows, and manage notification preferences.

SAP ECC software is a proven foundation for the world's largest organizations. Streamline procurement, manufacturing, service, sales, finance, and HR processes.

Change management designed for your cross-functional teams. Make updates and see how those changes impact the entire team. By monitoring your entire tech stack for changes, we give your cross-functional teams the scalable process that they need to keep your business operations running smoothly.