Automating Performance Degradation Detection in CI/CD Pipelines

In production settings, deteriorating performance can result in lost revenue, higher infrastructure expenses, and a bad user experience. Automating performance validation is crucial for identifying and averting regressions early in the development lifecycle in contemporary CI/CD pipelines. This journal describes a methodical approach to determine response time degradation, specify pass/fail criteria, and integrate best practices for a robust performance analysis. To increase the precision of performance validation in CI/CD pipelines, the suggested methodology makes use of weighted scoring, statistical filtering, trend detection, and dynamic baselines.