Published onJanuary 14, 2026Why Bugs Appear Only Under Production LoadDebuggingReliabilityProduction-SystemsSoftware-EngineeringWhy some bugs appear only under production load: how concurrency, data shape, queues, retries, and partial failures change behavior in real systems.