When Query Optimization Becomes a Bottleneck: The Write Cost You Overlooked

While adding indexes to optimize slow queries is standard practice, overlooking their maintenance cost—especially for frequently-updated columns—can silently degrade overall system performance. This incident reveals why database optimization demands a holistic approach: improving read speed without considering write costs can transform a performance fix into a catastrophe.