Top Test Automation Tools for CI/CD Pipelines (2026)

Selecting the right test automation tools for your CI/CD pipeline determines whether quality gates protect your releases or become bottlenecks that teams learn to ignore. This guide evaluates the top tools DevOps teams are using in 2026 to automate quality validation across every stage of continuous delivery — from commit to production.