When should you optimize database performance: before scaling or after bottlenecks appear?
Pre-emptive performance tuning during product exploration wastes resources and slows experimentation. Kent Beck argues for a three-phase approach—explore for product-market fit, expand by fixing bottlenecks as they emerge, then extract maximum profit—where optimization happens only when real usage patterns demand it, not speculative architecture.
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