Technical debt: plainly explained.

Technical debt is the future cost of quick technical shortcuts. Learn where it comes from, its types and how to manage it without slowing delivery.

Consulting · Updated Nov 7, 2026

DEFINITION

Technical debt is the future cost of rework created when a team picks a quick or imperfect technical solution instead of a better one that would take longer.

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01

What is technical debt?

Technical debt is a metaphor for the extra work a team accepts later in exchange for speed today. Shipping with a shortcut, such as duplicated code, missing tests or an outdated library, is like borrowing money: it helps now, but interest accumulates in the form of slower changes and more bugs.

Some debt is a deliberate, sensible choice, for example when launching an MVP quickly. It becomes a problem when nobody tracks it and it is never repaid.

02

Where technical debt comes from

  • Deadline pressure: features shipped without tests or documentation.
  • Changing requirements: code built for one need and stretched to another.
  • Outdated dependencies: libraries, frameworks or runtimes that are no longer maintained.
  • Lack of standards: inconsistent code style and architecture across contributors.
  • Knowledge loss: the original authors have left and nothing was written down.
03

Types of technical debt

A useful way to sort debt is by intent and by awareness.

Type
DeliberateDescriptionA known shortcut, chosen on purposeExampleHard-coded values to hit a launch date
AccidentalDescriptionA poor design discovered laterExampleA data model that cannot scale
Bit rotDescriptionCode that decays as its environment changesExampleAn unmaintained library with known flaws
04

How to manage technical debt

  • Make it visible: log debt items in the backlog with their impact and estimated effort.
  • Reserve a fixed share of each sprint or month, often 10 to 20 percent, to repay it.
  • Fix debt close to the code you are already changing.
  • Add automated tests before refactoring, so behavior stays safe.
  • Agree with stakeholders on which debt is acceptable before a launch.
05

Technical debt vs bugs

A bug is code that does not do what it should. Technical debt is code that works today but makes tomorrow's changes slower and riskier. Debt often causes bugs later, but the two are prioritized differently: bugs by user impact, debt by the cost it adds to future work.

06

Technical debt at BeBranded

Deciding when to take a shortcut and when to pay it back is a business question as much as a technical one. Through our consulting services, our team audits existing products, ranks the debt by impact and defines a realistic plan so that speed and quality stay balanced.

FAQ

Questions about Technical debt.

Another question?

Write to us
What is technical debt?
Technical debt is the future cost of rework caused by choosing a fast or imperfect technical solution now instead of a better, slower one.
Is technical debt always bad?
No. Deliberate debt can be a smart trade-off, for example to validate an idea with an MVP. It is harmful when it is untracked and never repaid.
What is the difference between technical debt and a bug?
A bug is behavior that is wrong today. Technical debt is code that works but makes future changes slower, costlier and riskier.
How do you measure technical debt?
Teams look at indicators such as code complexity, test coverage, outdated dependencies and the time needed to ship changes, then estimate the effort to fix each item.
How do you reduce technical debt?
List it in the backlog, reserve time in every cycle to repay it, refactor with tests in place and avoid adding new shortcuts without a plan.
When should a team refactor?
When the debt slows delivery or raises risk, ideally while already working on the affected code, rather than in one large rewrite.

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