9.1The Promise of AI in Observability

AI is transforming how we process observability data. Instead of writing static alert rules that require human expertise to maintain, AI agents can analyze patterns across logs, metrics, and traces to detect anomalies, correlate incidents, and suggest root causes. This does not replace traditional alerting -- it augments it with pattern recognition that scales beyond human capacity.