Observability Pattern Detector Automated pattern recognition and anomaly detection in Claude Code telemetry data from enhanced hooks. Data Source Primary: in Loki Operations Group similar failures and identify patterns. Algorithm : Group by error type → Calculate frequency → Rank by impact. Output : Failure patterns with occurrences, affected tools, first/last seen, trend. Identify large response patterns (proxy for slowness). Algorithm : Flag responses 100k chars → Group by tool → Identify patterns. Output : Slow operations with response sizes, affected tools. Statistical anomaly detection i…