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Managing Technical Debt in Rapidly Growing Digital Products
Sanjay Nair December 15, 2025 8 min read

In software development, speed-to-market is vital. Launching a feature early to capture market feedback often requires taking shortcuts: writing quick code, skipping test suites, or implementing quick database fixes.
Paying the Technical Debt Interest
These shortcuts are 'technical debt.' Just like financial debt, taking on technical debt is a valid business choice to accelerate milestones. But also like financial debt, if you do not pay down the interest, the debt will eventually bankrupt your engineering speed.
“If a team ignores refactoring, the cost of adding simple updates scales exponentially. Sprints slow to a crawl, and bugs proliferate.”
— Sanjay Nair
20%Sprint capacity allocated to technical debt refactoring
50%Reduction in post-release bugs after linting integration
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