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Understanding Technical Debt in Web Projects

15 October 2025 AAM Services
Understanding Technical Debt in Web Projects

You've probably heard developers mention "technical debt" in project discussions. It sounds abstract—almost like jargon designed to justify unlimited refactoring budgets. But technical debt is a real phenomenon with concrete business consequences. Understanding it helps you make better decisions about when to invest in code quality versus when to accept shortcuts.

What Is Technical Debt?

Technical debt is the accumulated cost of choosing a quick, limited solution over a more robust one. Just like financial debt, it compounds over time. A shortcut that saved a week during initial development might cost months of accumulated friction later.

The metaphor is apt: debt isn't inherently bad. Sometimes borrowing makes sense—to seize an opportunity, meet a deadline, or get to market faster. But debt requires repayment, and ignoring it leads to bankruptcy.

In software, "bankruptcy" looks like a codebase so tangled that changes become impossible, or a system so fragile that every fix creates new bugs. Before that extreme, technical debt manifests as slowness: features that should take days take weeks, and developers spend more time working around accumulated problems than building new value.

How Technical Debt Accumulates

Technical debt enters projects through several paths:

Deliberate Shortcuts

Sometimes you consciously accept a suboptimal solution to meet a deadline. "We know this isn't ideal, but we need to launch by Friday. We'll fix it properly next sprint." This is sometimes the right call—if you actually pay it back. Often, though, the next sprint brings new priorities, and the fix never happens.

Outdated Dependencies

Every library and framework your project uses evolves. New versions bring features, performance improvements, and security patches. Staying current requires ongoing effort. Skip it long enough, and you're running on deprecated software that's increasingly difficult to update.

Scope Creep and Workarounds

A feature designed for one use case gets stretched to cover others it wasn't built for. Rather than redesigning the underlying system, developers add workarounds. Each workaround is a debt payment deferred.

Knowledge Loss

The developer who understood the authentication system left two years ago. Documentation was never written. Now changes to that area are slow and risky because no one truly understands it. This is debt of a different kind—institutional knowledge debt.

Changing Requirements

The architecture that made sense for version 1.0 doesn't scale to version 3.0's requirements. This isn't anyone's fault—it's impossible to predict all future needs. But the gap between current architecture and current needs is still debt that must be addressed.

Recognising Technical Debt

Technical debt isn't always obvious, especially to non-technical stakeholders. Warning signs include:

Slowing velocity: Features that once took a week now take three. Developers spend more time "figuring out how things work" or "avoiding breaking other things."

Fear of changes: Developers are reluctant to touch certain areas. Small changes require extensive testing because the impact is unpredictable.

Recurring bugs: The same class of issue keeps appearing. Fixes in one place create problems elsewhere.

Onboarding struggles: New developers take months to become productive. The codebase is hard to understand and poorly documented.

Upgrade blockers: You can't update to newer versions of key dependencies because doing so would require extensive changes.

Security vulnerabilities: Outdated libraries contain known vulnerabilities, but updating them is difficult.

The Cost of Ignoring Debt

Unchecked technical debt has real business costs:

Slower feature development: Competitive advantages erode as you can't ship improvements fast enough.

Higher development costs: Work that should be straightforward becomes expensive because of accumulated complexity.

Reduced reliability: Systems become fragile, with more outages and bugs.

Security exposure: Outdated dependencies with known vulnerabilities put your business and customers at risk.

Talent challenges: Good developers don't want to work on messy codebases. Recruitment and retention suffer.

Eventually, the rewrite: When debt becomes overwhelming, teams sometimes conclude that starting over is easier than continuing. Rewrites are expensive, risky, and often underestimated. But sometimes they're the only option left.

Strategies for Managing Technical Debt

The goal isn't zero debt—that's impractical and might even be wrong (sometimes speed matters more than perfection). The goal is keeping debt at a manageable level. Here's how:

Track It Explicitly

When you consciously take on debt, document it. "We're implementing this quickly with [limitation]. To do it properly would require [better approach]. Estimated cost to repay: [time]." This visibility helps prioritise debt repayment alongside feature work.

Budget Regular Repayment

Allocate a portion of development time—perhaps 20%—to technical improvement rather than new features. This might feel like slowing down, but it's actually maintaining sustainable velocity.

Refactor Incrementally

Big-bang rewrites are risky. Prefer small, continuous improvements. Each time you work in an area, leave it slightly better. Over time, these incremental improvements add up.

Update Dependencies Regularly

Don't let dependencies fall years behind. Regular, small updates are easier than infrequent large ones. Many teams allocate time each month specifically for dependency updates.

Write Tests

Automated tests make refactoring safer. Without tests, developers are afraid to change code because they can't verify they haven't broken things. With tests, they can refactor confidently.

Document Critical Systems

At minimum, document how key systems work and why architectural decisions were made. When the original developer leaves, this documentation preserves understanding.

Assess Before Adding

Before implementing a quick fix, consciously evaluate the trade-off. Is the speed benefit worth the debt incurred? Sometimes yes, sometimes no. But make it a conscious decision rather than a default habit.

Having the Conversation

Technical debt is ultimately a business conversation, not just a technical one. Developers shouldn't unilaterally decide to pause features for refactoring, nor should stakeholders demand features without regard for sustainable development.

The best outcomes come from honest dialogue: developers explaining the current state of debt and its implications, stakeholders sharing business priorities and constraints, and together finding a balance that serves long-term success.

If you suspect your website or application has accumulated technical debt—or you're starting a project and want to build sustainably from the start—get in touch. We can assess your current situation and recommend a practical path forward.

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