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Accelerate Apache Spark debugging on Amazon EMR with AWS DevOps Agent

calendar_today September 1, 2026 person Kalyan Janaki domain aws-glue

Extend AWS DevOps Agent to investigate Apache Spark failures on Amazon EMR. This post shows how to register the Apache Spark Troubleshooting Agent for Amazon EMR as a custom MCP capability provider over AWS PrivateLink, so a single agent chat session diagnoses a failing Spark job from an Amazon CloudWatch alarm to a line-numbered root cause.

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