{"id":"real-time-audit-alerting-requires-multi-service-integration-chain","text":"Real-time security alerting from CloudTrail requires configuring a multi-service chain — CloudTrail delivers to CloudWatch Logs (requiring a dedicated IAM role), metric filters extract patterns from log streams, and CloudWatch alarms trigger on the resulting metrics — where each link has independent failure and misconfiguration potential.","truth_value":"IN","source":"","source_url":"","source_hash":"","justifications":[],"dependents":[],"metadata":{},"explanation":{"steps":[{"node":"real-time-audit-alerting-requires-multi-service-integration-chain","truth_value":"IN","reason":"premise"}]}}