After testing the chatbot with around 50 beta users, I found several issues that weren’t obvious during development. Responses were too long, the personality became too generic when using RAG, Urdu and English were sometimes mixed incorrectly, and the mobile layout needed work. I shortened the responses, restricted web search to things like news and sports, improved the system prompt and input handling, redesigned the mobile UI, and added a message explaining the cold start delay