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Strong experience with AWS CloudWatch, CloudTrail, and logging frameworks Hands-on expertise in log analytics (CloudWatch Logs, Athena, or similar tools) Knowledge of monitoring, alerting, and incident management processes Experience with distributed tracing, metrics, and observability tools Understanding of cloud operations, reliability engineering, and resilience patterns
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