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Business Performance & Economics

Pay down technical debt with every feature, not a big rewrite

Naveen Kumar Lokesh · 9 March 2026 · Updated 29 October 2026 · 2 min read

Technical debt is the extra cost of change that builds up when systems are patched instead of improved. Most businesses plan to fix it with a big clean-up project that never gets approved. A cheaper model is to improve the system a little with every feature. Delivery continues, and the cost of change stops rising.

Technical debt is a business cost

Technical debt sounds like an engineering concern. Its effects land on the business. Simple changes take weeks. Releases break things that used to work. Estimates grow less reliable, and the best engineers spend their time working around old shortcuts.

In financial terms, debt raises the cost of every future change. Like any debt, it is sometimes a sensible trade: shipping fast to test a market can be worth it. The problem starts when nobody tracks the balance and the interest keeps compounding.

Separate clean-up projects rarely happen

The usual answer is a dedicated refactoring or rewrite project. It almost always loses the budget argument. Leadership is asked to fund months of work that delivers nothing a customer can see, while competitors keep shipping features.

When such a project is approved, it carries large risk. Big rewrites tend to run late and can break more than they fix. Meanwhile, new features keep adding debt to the old system. The gap is never closed.

The underlying mistake is treating debt reduction and delivery as competing activities. They do not have to be.

Improve the system as you deliver

A better model builds debt reduction into normal feature work, with three simple rules.

Improve the area you touch. When a feature changes part of the system, the team leaves that part in better shape than they found it: clearer, better tested, easier to change next time.

Widen the boundary slightly. Where a small extra step removes a known problem next to the change, include it. The extra cost is small because the team is already working in that area.

Record what improved. Track the structural improvements alongside the features delivered. This makes the progress visible to leadership and stops improvement work from being quietly cut.

This works because it lines up with what the business already funds. Features get delivered, and the system gets steadily cheaper to change. The parts of the system that change most often, which are the parts where debt hurts most, improve fastest.

For a few areas, a dedicated project may still be justified, for example a security risk or a system the business has outgrown. Those become the exception, not the plan.

What to do

  • Ask your technology lead which three areas of the system make changes slowest or riskiest.
  • Agree a standing rule: every feature leaves the code it touches in better shape.
  • Add a simple line to delivery reports showing structural improvements made each month.

If the cost of change keeps rising, let's discuss how to bring it down.

Next Step

Discuss your challenge

If this is on your table, start with a short conversation. We will identify the key questions and the most useful next step.

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