Your CI Pipeline Deserves Better Than One-Size-Fits-All Test Intelligence (opens in new tab)

Two-thirds of developers lose 8 or more hours each week to inefficiencies. CI pipelines are among the biggest culprits. Test suites grow, execution times get longer, and flaky tests start failing builds for reasons that have nothing to do with the code. Most engineering teams follow the same path in response. They retry the failures, ignore the worst offenders, and parallelize what they can, but none of it reduces the number of tests being run or identifies which ones actually matter for a gi...