Playwright + AI QA: Building Self-Healing Automation for Modern CI/CD

Software teams today are under constant pressure to ship faster - but quality can easily fall behind. Pull requests pile up, test coverage declines, and CI/CD pipelines break when UI elements change. At QA DNA, we’ve seen that even robust automation frameworks like Playwright eventually hit a wall when it comes to maintenance. To keep pace with continuous releases, testing needs to evolve - from static scripts to adaptive AI QA that can learn and heal itself.