Early signs of long-term quality include consistent behavior and clear communication. If things feel stable during the first weeks, they usually remain that way. When I tested , it didn’t change tone or structure after initial use, which I value a lot. Declining platforms often reveal themselves through sudden changes, confusing updates, or reduced clarity.