[SamanthaHarrison548]

I’ve been experimenting with phone farm automation for some time, starting with a small setup and gradually learning what works, what doesn’t, and where automation can actually save time. What initially looked like a simple process quickly became a learning experience involving device management, task scheduling, monitoring, troubleshooting, and scaling.​

In this thread, I want to share my journey from setting up my first devices to building a more organized and scalable workflow. I’ll cover the challenges I faced, the mistakes I made early on, the automation approaches I tested, and the lessons that helped me improve the setup.

Starting With a Small Setup​

My first goal was to understand the basic requirements rather than immediately build a large setup. I focused on learning how to manage multiple devices efficiently and how different tasks affected performance and reliability.

At this stage, most of the work was manual, which helped me understand where the repetitive parts of the process were.

Where Automation Became Important​

As the number of devices increased, manually checking everything became increasingly time-consuming. This was when I started looking at automation for legitimate device-management and testing tasks.

The biggest benefit wasn't simply reducing manual work. It was being able to monitor devices, organize repetitive processes, identify failures, and maintain a more consistent workflow.

Problems I Faced While Scaling​

Scaling wasn't as straightforward as I expected. Managing multiple devices introduced challenges such as connectivity issues, device consistency, monitoring, maintenance, and unexpected failures.

I also learned that adding more devices doesn't automatically make a setup more efficient. Without proper organization and monitoring, a larger setup can actually create more work.

Lessons From My Journey​

One of my biggest takeaways has been to start small, measure what is happening, and improve the process before expanding. Automation works best when the underlying workflow is already understood.

I'm also interested in hearing from others who have experience with device automation, mobile testing labs, or managing multiple Android devices. What tools, workflows, or monitoring methods have worked well for you?

I'd especially like to hear about the lessons you learned when moving from a small setup to a larger, more reliable system.