Mobile app automation testing tools are indispensable for overcoming the challenges of device fragmentation, observability gaps, and the high costs associated with manual testing and infrastructure. These tools not only automate testing but also provide enhanced debugging capabilities, offering insights into user experience and facilitating smoother app releases. Modern platforms, categorized into low-code/no-code platforms, agentic AI tools, cloud device farms, native testing frameworks, and visual validation solutions, support a range of functionalities including cross-platform testing, AI-driven debugging, and scalable device access. Among these, Luciq stands out as a pioneering agentic mobile observability platform, offering a comprehensive solution that goes beyond traditional testing by autonomously detecting issues, generating fixes, and reducing maintenance workloads. These advancements aim to transform mobile app maintenance from a reactive process into a proactive, streamlined operation, enabling developers to focus on innovation and product improvement.