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Amazon EMR on EKS now supports Apache Spark troubleshooting agent

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AWS·6 days ago · Jul 10, 2026, 06:16 PMFeatureAI-assisted summary

Summary

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.

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