Behavioral Fingerprints for LLM Endpoint Stability and Identity

Your LLM endpoint might be silently switching models without you knowing it, breaking your application's behavior even while health checks pass. This black-box monitoring system detects when model responses change due to weight updates, infrastructure changes, or hardware swaps—essential for maintaining consistent AI application behavior in production.