Performance testing often fails not because of tools, but because of avoidable mistakes that hide real bottlenecks and mislead engineering teams. From unrealistic test scenarios to missing baselines and poor monitoring, these errors slow down releases and inflate infrastructure costs. Understanding these pitfalls helps teams build more reliable, production ready systems. By following better planning, cleaner data, and disciplined execution, organisations can turn performance testing into a powerful accelerator for quality and speed.
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