Competitive Feature Research
Summarize how others solve this problem and what we should borrow or avoid.
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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.
Run a timeboxed technical spike (assume 2–4 hours of work). Deliverable: 1. Questions we needed to answer 2. What you tried and what you learned 3. Options compared (pros/cons/constraints) 4. Recommendation with confidence level 5. Follow-up tasks if we proceed Do not productionize spike code — prototypes are disposable unless stated otherwise.