prompt
Scalability Review
Find what will break when traffic grows 10x.
Updated June 2026
The prompt
Review this system for scalability. System: {{system_description}}. Expected growth: {{growth}}. Identify the bottlenecks that will fail first (database, single points, synchronous calls, memory), what breaks at each scale, the changes needed (caching, queues, sharding, async, horizontal scaling), and their trade-offs and cost. Prioritize the fixes by when they will bite, and avoid premature optimization for scale you do not need yet.
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AI Khazna
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