Choosing "quick and dirty" without a plan to fix it; this leads to long-term project failure.
Dedicate a specific percentage (e.g., 10–20%) of each sprint's capacity exclusively to refactoring and debt remediation.
Agile teams often use the Technical Debt Quadrant to categorize issues and decide on remediation: Description Technical Debt Management in the Context of Agi...
Technical debt management in an Agile context involves a proactive, iterative approach to balancing rapid feature delivery with long-term system health. Rather than seeing debt as an unavoidable failure, Agile frameworks like Scrum and Kanban treat it as a manageable "first-class citizen" that must be visible, prioritized, and repaid to prevent a total development standstill.
A consistent drop in a team's velocity usually indicates they are paying heavy "interest" on accumulated debt. Choosing "quick and dirty" without a plan to
To maintain support from non-technical stakeholders, teams use data-driven metrics available in tools like Jira or SonarQube :
We know we are taking a shortcut to meet a market window and plan to fix it immediately after. Rather than seeing debt as an unavoidable failure,
Explicitly track technical debt items as "Technical Stories" in the product backlog. This makes the invisible cost of development visible to stakeholders and product owners.