Can an AI Agent Fix a Failed Data Pipeline? Build a Safe Recovery Workflow

A data pipeline fails at 2 AM. An AWS Glue job runs out of memory. Step Functions marks the execution as failed. CloudWatch has the logs, but someone still needs to investigate what happened, identify the cause, decide what to do next, and rerun the job safely.