This article was originally published on AI Study Room . For the full version with working code examples and related articles, visit the original post. Load Testing Strategies Load Testing Strategies Load Testing Strategies Load Testing Strategies Load Testing Strategies Load testing evaluates how a system behaves under expected and peak usage conditions. Different load testing strategies reveal different aspects of system behavior. This article examines the major testing patterns—ramp-up, steady state, spike, and soak testing—and provides guidance on selecting the right approach. Ramp-Up Testing Ramp-up testing gradually increases the load on a system while monitoring performance metrics. The goal is to understand how the system scales as load increases and to identify the point at which performance degrades. A typical ramp-up test starts at a low request rate and increases steadily over a period of 10-30 minutes. Response times, error rates, and resource utilization are monitored throughout.…