Debugging automated systems can be a nightmare. When your CI/CD pipeline starts behaving erratically, it's essential to troubleshoot the issue quickly and effectively. Start by examining your recent code changes and identifying any potential triggers for the failure. Check your parameters for any inconsistencies or mistakes. Consider using monitori