API Error Spike Without Root Cause Context
warningIncreases in S3 API error rates (4xx/5xx) indicate client misconfigurations or service degradation, but without correlated tracing or audit logs, operators cannot distinguish between application bugs, policy issues, or infrastructure failures.
Alert on minio.api.errors.4xx.total or minio.api.errors.5xx.total rate increase >3x baseline. Correlate with OpenTelemetry trace data (if enabled) to identify error distribution across API operations (GetObject, PutObject, ListBucket). Check audit logs for AccessDenied patterns.
Enable OpenTelemetry tracing with 'mc admin trace' or configure OTLP export to correlate errors with request paths. Review audit logs for policy evaluation failures. Use 'mc admin trace --call' to capture live API calls during error spikes. Check for client SDK version issues or retry storms.