5 min read
ai
Beyond Logs and Traces: New Observability Patterns for Production 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...
