AI Is Writing More Code. Your CI Pipeline Can't Keep Up

2026-05-20

Rising AI-driven development activity is inflating CI costs as every commit triggers long, compute-intensive test suites, making test execution a major source of infrastructure waste and slower developer feedback. Intelligent test selection tools like CloudBees Smart Tests reduce runtime, cloud spend, flaky reruns, and release delays by running only the most relevant tests for each code change.