Spec Before Code
Write a short spec with acceptance criteria before implementation.
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Split this epic into user stories small enough for a 1–3 day PR each. Each story needs: - Title - Acceptance criteria - Dependencies noted - MVP vs follow-up label Vertical slices over horizontal layers. First story should demo something user-visible.
Summarize research to inform a decision on [topic]. Include: - Common approaches and when each fits - Tradeoffs (complexity, cost, operability) - What our codebase already assumes - Recommendation with reversible vs one-way door flagged Link to official docs where possible. Mark uncertain claims.
Analyze this incident using five whys. Output: 1. Timeline of events 2. Five whys chain from symptom to root cause 3. Contributing factors (not just one root) 4. Corrective actions (immediate vs systemic) 5. What we should monitor to detect recurrence Blameless tone. Focus on process and systems.