This talk explores AI-driven automation in Robot Framework through an intelligent Agent that enhances testing with capabilities like Agent.Do and Agent.Check. By leveraging large language models and visual understanding, the Agent interprets test intentions, interacts with GUI elements, and performs visual assertions. It also explores how this can lead toward more autonomous test execution, where the Agent can understand and carry out complete testing goals through another keyword dedicated to this purpose.