Regardless of whether you’re validating performance requirements, guarding against regressions, or flooding your system in a load test designed to make your database server weep, you absolutely must approach your testing with a logical, empirical mindset. You’ll need to spend some time considering your environment, hardware, baseline datasets, and how to configure your system itself.