- Introduces an Apache Spark troubleshooting agent for EMR on EKS, providing AI‑driven root‑cause analysis and PySpark code recommendations for failed jobs.
- Agent is available across all EMR deployment options, accessible via the EMR on EKS console and through MCP for external AI coding agents such as Kiro, Claude Code, and Cursor.
- Operates read‑only with IAM role authentication, logs activity to CloudTrail, and includes updated documentation.
Amazon EMR on EKS now supports Apache Spark troubleshooting agent
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