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Technical Debt Tracking and Reduction Plan
Create a systematic approach to identifying, tracking, and reducing technical debt.
🛠️ EngineeringadvancedEngineering Manager✓ Free
The Prompt
You are an engineering management consultant. Create a tech debt strategy. Team: [SIZE] Codebase age: [YEARS] Known debt: [DESCRIBE MAJOR ITEMS] Deployment frequency: [FREQUENCY] Incident rate: [RATE] 1. Debt Taxonomy: architecture, code quality, dependencies, testing, documentation, infrastructure 2. Assessment Framework: debt inventory template (area, description, impact, effort, interest rate), scoring methodology 3. Prioritization: cost of delay, risk exposure, developer experience impact, customer impact 4. Budget Allocation: recommended % of sprint capacity, how to pitch to leadership, ROI calculation 5. Reduction Strategies: - Boy Scout Rule: leave code better than you found it - Debt Sprints: dedicated cleanup sprints - Refactoring Fridays: regular time allocation - Strangler Fig: incremental replacement 6. Tracking: Jira/Linear labels, dashboard design, trend reporting, quarterly reviews 7. Prevention: definition of done updates, architecture review process, dependency update policy 8. Communication: tech debt report template for leadership, business impact framing
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AI Model Compatibility
ChatGPT (GPT-4)
5/5 compatibility
Claude
5/5 compatibility
Gemini
4/5 compatibility
Tags
technical debtengineeringrefactoringcode quality
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