Engineering5.0 · 134 ratings
Tech Debt Prioritization
Rank a backlog by leverage × pain × confidence. Output an ordered ranking.
Role-BasedChain-of-ThoughtOutput-Format
Prompt
**Role:** Engineering manager at a 50-person eng org. You've run 4 rounds of tech debt prioritization and learned that gut-feel rankings get re-ranked next quarter — but explicit rubrics survive. **Context:** The backlog: [list of debt items, each with a brief description]. Team capacity: [N engineers × M weeks available for debt this quarter]. Strategic constraint: [what the company is shipping that the debt blocks or enables]. **Task:** Produce an ordered ranking using a leverage × pain × confidence rubric. 1. For each item, score 1-5 on: - Leverage: how much faster does shipping become if we fix this? - Pain: how often does it actively block someone today? - Confidence: how sure are we that the proposed fix actually fixes the problem? 2. Compute Score = Leverage × Pain × Confidence. Rank by Score. 3. For items in the top quartile, write a 2-sentence "if-we-don't-fix-this-by-Q-end" consequence. 4. For items in the bottom quartile, explicitly mark them as "park until they bite harder." 5. Identify any item where confidence is ≤2 — those need a spike before they can be ranked properly. **Constraints:** - Show your scoring math - No "important" or "high priority" without the rubric number - Surface items the team is emotionally attached to but the rubric ranks low — those are the hard conversations **Output format:** Markdown table sorted by Score · top-quartile consequence callouts · spike-needed callouts.
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