Discovering a better way to have designed something only after it has been built ("Now we know how we should have done it").
Evaluate debt based on its "interest rate"—the degree to which it slows down future features or increases the risk of critical bugs. The Technical Debt Quadrant
Integrate quality standards—such as minimum test coverage, peer reviews, and documentation—into the team's Definition of Done to prevent new debt from entering the system. 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.
Encourage developers to follow the "Boy Scout Rule"—leaving code cleaner than they found it—to chip away at debt incrementally rather than waiting for a massive rewrite. Discovering a better way to have designed something
Dedicate a specific percentage (e.g., 10–20%) of each sprint's capacity exclusively to refactoring and debt remediation.
To maintain support from non-technical stakeholders, teams use data-driven metrics available in tools like Jira or SonarQube : Technical debt management in an Agile context involves
A consistent drop in a team's velocity usually indicates they are paying heavy "interest" on accumulated debt.