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Managing Technical Debt Effectively

Manage technical debt strategically. Learn to identify, prioritize, and pay down debt while maintaining velocity.

B
Bootspring Team
Engineering
February 27, 2026
2 min read

Technical debt is the cost of future rework from choosing quick solutions over better approaches.

Types of Debt#

Intentional Debt#

// TODO: Replace with proper caching before launch const cache = new Map(); // Simple in-memory cache for MVP

Unintentional Debt#

// Class that grew to 50 methods over time class UserService { // 2000 lines, needs splitting }

Identifying Debt#

Code Smells#

  • Long methods (>30 lines)
  • Deep nesting
  • Duplicate code
  • Magic numbers
  • God classes

Prioritization#

High Impact + Low Effort = Fix Now High Impact + High Effort = Schedule Low Impact + Low Effort = Fix Soon Low Impact + High Effort = Consider Later

Paying Down Debt#

Boy Scout Rule#

// Leave code better than you found it // While fixing a bug, also add types function processUser(user: User): ProcessedUser { }

Sprint Allocation#

  • 70% Features
  • 20% Technical debt
  • 10% Bug fixes

Preventing New Debt#

  • Definition of Done includes quality checks
  • Code review standards
  • Automated linting and testing

Track debt systematically, prioritize by impact, and allocate time consistently to address it.

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