The document provides lessons learned from developing the PlurQ Android application. It discusses challenges with naive assumptions around taking pictures, memory usage, networking, and layouts working across devices. Key lessons include testing on different devices, using the latest APIs, adding permissions only when needed, handling proxies, timeouts and secure connections for networking, and using density-independent units for robust layouts.