Standard logs are useless for non-deterministic AI

Traditional observability tools (metrics, logs, traces) are failing to adequately monitor and debug non-deterministic AI systems. A new paradigm is emerging, focused on 'LLM-native' observability. This includes tracing the entire lifecycle of a request from user prompt to LLM output, capturing in...