· Amit Kothari · AI
LLM monitoring: Why your AI can be up while completely failing
Traditional monitoring tells you if your LLM is running. It does not tell you if it is delivering garbage to users. Quality degradation is silent, and traditional metrics miss it completely. Here is how to monitor what actually matters for LLM applications in production.