Technical Debt Management: Strategies for Keeping Your Codebase Healthy

⚡ Key Takeaways

• {'point': 'Allocate consistent capacity for debt reduction', 'detail': 'A non-negotiable 20% allocation for debt work prevents the accumulation from outpacing repayment and maintains sustainable development velocity.'} 𝕏
• {'point': 'Measure debt through proxy metrics', 'detail': 'Track cycle time, bug density by module, developer sentiment, and code churn to identify and quantify technical debt objectively.'} 𝕏
• {'point': 'Frame debt in business terms', 'detail': 'Communicate debt impact as hours lost per week and delayed feature delivery rather than technical jargon to secure stakeholder support for remediation.'} 𝕏