GitLab Runner is an open-source tool that executes jobs defined in GitLab CI/CD configuration files. As an agent, it handles tasks such as building, testing, and deploying applications based on the instructions within GitLab pipelines. GitLab Runner is highly customizable and can run on various operating systems and architectures, offering flexibility to automate development tasks across different environments.