It's 2 a.m. and your LLM provider starts failing. Within minutes, your AI support agent goes offline. Nothing was wrong with its logic, it just wasn't built for the moment its main dependency disappeared. Here are the nine ways AI agents most often fail after launch, why each happens, and the safeguards that keep them running when real users, real traffic and real providers put them to the test.